Methods › General › Sparsity › SET › Papers where code ran, page 1
Sparse Evolutionary Training
SET
Papers archive 2025-07-28
archive papers tagged: 13,419 · with a code link: 4,158 · where Syntology ran a sample: 1,186 (1,038 with a run with no instrument failure, 148 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (1,186 of 13,419 tagged: 1,038 with a run with no instrument failure, 148 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 12: papers 1 to 100 of the 1,186 tagged papers where Syntology ran at least one harvested sample (1,038 with a run with no instrument failure, 148 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering 15 Jul 2025 · 1 repository · arXiv:2507.11527Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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Rethinking Query-based Transformer for Continual Image Segmentation 10 Jul 2025 · 1 repository · arXiv:2507.07831Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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XiYan-SQL: A Novel Multi-Generator Framework For Text-to-SQL 7 Jul 2025 · 4 repositories · arXiv:2507.04701Syntology community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench 3 Jul 2025 · 1 repository · arXiv:2507.02554Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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SIU3R: Simultaneous Scene Understanding and 3D Reconstruction Beyond Feature Alignment 3 Jul 2025 · 1 repository · arXiv:2507.02705Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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LLaVA-Scissor: Token Compression with Semantic Connected Components for Video LLMs 27 Jun 2025 · 1 repository · arXiv:2506.21862Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language 26 Jun 2025 · 1 repository · arXiv:2506.20920Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
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BitMark for Infinity: Watermarking Bitwise Autoregressive Image Generative Models 26 Jun 2025 · 0 repositories · arXiv:2506.21209Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples)
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MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans 25 Jun 2025 · 0 repositories · arXiv:2506.20879Syntology 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 2 pointer-only (licence)
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CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition 21 Jun 2025 · 1 repository · arXiv:2506.17709Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples)
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Evolutionary Caching to Accelerate Your Off-the-Shelf Diffusion Model 18 Jun 2025 · 1 repository · arXiv:2506.15682Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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CALM: Consensus-Aware Localized Merging for Multi-Task Learning 16 Jun 2025 · 1 repository · arXiv:2506.13406Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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ConTextTab: A Semantics-Aware Tabular In-Context Learner 12 Jun 2025 · 1 repository · arXiv:2506.10707Syntology official (archive's flag): 1 ran · 3 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
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Shapley Machine: A Game-Theoretic Framework for N-Agent Ad Hoc Teamwork 12 Jun 2025 · 1 repository · arXiv:2506.11285Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Intent Factored Generation: Unleashing the Diversity in Your Language Model 11 Jun 2025 · 1 repository · arXiv:2506.09659Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
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Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking 11 Jun 2025 · 1 repository · arXiv:2506.09944Syntology official (archive's flag): 16 ran · 16 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 5 where Syntology's instrument failed) · 2 unverified (of 18 harvested samples)
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Sample Efficient Demonstration Selection for In-Context Learning 10 Jun 2025 · 1 repository · arXiv:2506.08607Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
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Generalizing while preserving monotonicity in comparison-based preference learning models 10 Jun 2025 · 0 repositories · arXiv:2506.08616Syntology 10 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 4 honoured, 4 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning 10 Jun 2025 · 1 repository · arXiv:2506.08989Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Diffusion models under low-noise regime 9 Jun 2025 · 1 repository · arXiv:2506.07841Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 4 pointer-only (licence)
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Solving Inequality Proofs with Large Language Models 9 Jun 2025 · 2 repositories · arXiv:2506.07927Syntology official (archive's flag): 9 ran · 9 ran (of which 1 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 4 violated, 1 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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Vision Transformers Don't Need Trained Registers 9 Jun 2025 · 1 repository · arXiv:2506.08010Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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AMPED: Adaptive Multi-objective Projection for balancing Exploration and skill Diversification 6 Jun 2025 · 1 repository · arXiv:2506.05980Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Composing Agents to Minimize Worst-case Risk 5 Jun 2025 · 1 repository · arXiv:2506.04632Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
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Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation 5 Jun 2025 · 1 repository · arXiv:2506.05062Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay 5 Jun 2025 · 1 repository · arXiv:2506.05316Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation 4 Jun 2025 · 1 repository · arXiv:2506.03521Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
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UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection 3 Jun 2025 · 1 repository · arXiv:2506.03237Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Compiler Optimization via LLM Reasoning for Efficient Model Serving 2 Jun 2025 · 1 repository · arXiv:2506.01374Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 6 harvested samples)
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Stop Chasing the C-index: This Is How We Should Evaluate Our Survival Models 2 Jun 2025 · 0 repositories · arXiv:2506.02075Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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Hyperbolic Dataset Distillation 30 May 2025 · 1 repository · arXiv:2505.24623Syntology official: no sample here; runs from other or unrecorded repositories · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Conformal Prediction for Zero-Shot Models 30 May 2025 · 1 repository · arXiv:2505.24693Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts 30 May 2025 · 1 repository · arXiv:2505.24722Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
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Draw ALL Your Imagine: A Holistic Benchmark and Agent Framework for Complex Instruction-based Image Generation 30 May 2025 · 1 repository · arXiv:2505.24787Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
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EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge 29 May 2025 · 1 repository · arXiv:2505.23009Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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ZIPA: A family of efficient models for multilingual phone recognition 29 May 2025 · 1 repository · arXiv:2505.23170Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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SWE-bench Goes Live! 29 May 2025 · 1 repository · arXiv:2505.23419Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork 29 May 2025 · 1 repository · arXiv:2505.23686Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples)
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Synonymous Variational Inference for Perceptual Image Compression 28 May 2025 · 1 repository · arXiv:2505.22438Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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VidText: Towards Comprehensive Evaluation for Video Text Understanding 28 May 2025 · 1 repository · arXiv:2505.22810Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Generative Social Choice: The Next Generation 28 May 2025 · 1 repository · arXiv:2505.22939Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
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WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference 26 May 2025 · 1 repository · arXiv:2505.19427Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval 26 May 2025 · 1 repository · arXiv:2505.19588Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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The Coverage Principle: A Framework for Understanding Compositional Generalization 26 May 2025 · 1 repository · arXiv:2505.20278Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
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Towards Robust Influence Functions with Flat Validation Minima 25 May 2025 · 0 repositories · arXiv:2505.19097Syntology 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Diffusion Blend: Inference-Time Multi-Preference Alignment for Diffusion Models 24 May 2025 · 1 repository · arXiv:2505.18547Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Inference-Time Decomposition of Activations (ITDA): A Scalable Approach to Interpreting Large Language Models 23 May 2025 · 1 repository · arXiv:2505.17769Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding 23 May 2025 · 0 repositories · arXiv:2505.18079Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples)
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AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models 22 May 2025 · 1 repository · arXiv:2505.16211Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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MixAT: Combining Continuous and Discrete Adversarial Training for LLMs 22 May 2025 · 1 repository · arXiv:2505.16947Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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SWE-Dev: Evaluating and Training Autonomous Feature-Driven Software Development 22 May 2025 · 1 repository · arXiv:2505.16975Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory 21 May 2025 · 1 repository · arXiv:2505.15055Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Adaptive Temperature Scaling with Conformal Prediction 21 May 2025 · 0 repositories · arXiv:2505.15437Syntology 15 ran (of which 7 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 6 where Syntology's instrument failed) · 5 unverified (of 20 harvested samples) · 20 pointer-only (licence)
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Let LLMs Break Free from Overthinking via Self-Braking Tuning 20 May 2025 · 2 repositories · arXiv:2505.14604Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Will AI Tell Lies to Save Sick Children? Litmus-Testing AI Values Prioritization with AIRiskDilemmas 20 May 2025 · 1 repository · arXiv:2505.14633Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens 20 May 2025 · 1 repository · arXiv:2505.14671Syntology official (archive's flag): 22 ran · 22 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 0 honoured, 0 violated, 15 with no contract checked; 7 where Syntology's instrument failed) · 1 unverified (of 23 harvested samples) · 10 pointer-only (licence)
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UniSim: A Unified Simulator for Time-Coarsened Dynamics of Biomolecules 20 May 2025 · 1 repository · arXiv:2506.03157Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (of 13 harvested samples)
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CALM-PDE: Continuous and Adaptive Convolutions for Latent Space Modeling of Time-dependent PDEs 19 May 2025 · 1 repository · arXiv:2505.12944Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix 19 May 2025 · 1 repository · arXiv:2505.13032Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method 18 May 2025 · 1 repository · arXiv:2505.12378Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; the one sample that ran constructed an object rather than computing a result (of 3 harvested samples)
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Internal Causal Mechanisms Robustly Predict Language Model Out-of-Distribution Behaviors 17 May 2025 · 1 repository · arXiv:2505.11770Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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msf-CNN: Patch-based Multi-Stage Fusion with Convolutional Neural Networks for TinyML 16 May 2025 · 1 repository · arXiv:2505.11483Syntology official (archive's flag): 6 ran · 6 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly 15 May 2025 · 1 repository · arXiv:2505.10610Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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AC-LoRA: (Almost) Training-Free Access Control-Aware Multi-Modal LLMs 15 May 2025 · 0 repositories · arXiv:2505.11557Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset 14 May 2025 · 1 repository · arXiv:2505.09568Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Continuous Visual Autoregressive Generation via Score Maximization 12 May 2025 · 1 repository · arXiv:2505.07812Syntology official (archive's flag): 4 ran · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 6 harvested samples) · 1 pointer-only (licence)
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COMRECGC: Global Graph Counterfactual Explainer through Common Recourse 11 May 2025 · 1 repository · arXiv:2505.07081Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Open Set Label Shift with Test Time Out-of-Distribution Reference 9 May 2025 · 1 repository · arXiv:2505.05868Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 13 harvested samples) · 2 pointer-only (licence)
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Embedding Atlas: Low-Friction, Interactive Embedding Visualization 9 May 2025 · 1 repository · arXiv:2505.06386Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 10 harvested samples)
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CombiBench: Benchmarking LLM Capability for Combinatorial Mathematics 6 May 2025 · 1 repository · arXiv:2505.03171Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples)
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Exploring Design Choices for Autoregressive Deep Learning Climate Models 5 May 2025 · 1 repository · arXiv:2505.02506Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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RADLADS: Rapid Attention Distillation to Linear Attention Decoders at Scale 5 May 2025 · 1 repository · arXiv:2505.03005Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 5 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples)
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Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning 24 Apr 2025 · 1 repository · arXiv:2504.17192Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Adaptive Orchestration of Modular Generative Information Access Systems 24 Apr 2025 · 1 repository · arXiv:2504.17454Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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Tina: Tiny Reasoning Models via LoRA 22 Apr 2025 · 1 repository · arXiv:2504.15777Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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Compile Scene Graphs with Reinforcement Learning 18 Apr 2025 · 1 repository · arXiv:2504.13617Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Real-time High-fidelity Gaussian Human Avatars with Position-based Interpolation of Spatially Distributed MLPs 17 Apr 2025 · 1 repository · arXiv:2504.12909Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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Dense Backpropagation Improves Training for Sparse Mixture-of-Experts 16 Apr 2025 · 1 repository · arXiv:2504.12463Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Adaptive Decision Boundary for Few-Shot Class-Incremental Learning 15 Apr 2025 · 1 repository · arXiv:2504.10976Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning 15 Apr 2025 · 1 repository · arXiv:2504.11195Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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RankAlign: A Ranking View of the Generator-Validator Gap in Large Language Models 15 Apr 2025 · 1 repository · arXiv:2504.11381Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Conditional Distribution Compression via the Kernel Conditional Mean Embedding 14 Apr 2025 · 0 repositories · arXiv:2504.10139Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
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LLM Unlearning Reveals a Stronger-Than-Expected Coreset Effect in Current Benchmarks 14 Apr 2025 · 1 repository · arXiv:2504.10185Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Rethinking the generalization of drug target affinity prediction algorithms via similarity aware evaluation 13 Apr 2025 · 1 repository · arXiv:2504.09481Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentation 10 Apr 2025 · 1 repository · arXiv:2504.07962Syntology 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 12 harvested samples) · 12 pointer-only (licence)
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Temporal Alignment-Free Video Matching for Few-shot Action Recognition 8 Apr 2025 · 1 repository · arXiv:2504.05956Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Mind the Gap: Evaluating Vision Systems in Small Data Applications 8 Apr 2025 · 1 repository · arXiv:2504.06486Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
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Concise Reasoning via Reinforcement Learning 7 Apr 2025 · 1 repository · arXiv:2504.05185Syntology official (archive's flag): 11 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 1 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 13 pointer-only (licence)
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Multi-Flow: Multi-View-Enriched Normalizing Flows for Industrial Anomaly Detection 4 Apr 2025 · 1 repository · arXiv:2504.03306Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 14 harvested samples) · 1 pointer-only (licence)
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Re-thinking Temporal Search for Long-Form Video Understanding 3 Apr 2025 · 1 repository · arXiv:2504.02259Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving 3 Apr 2025 · 3 repositories · arXiv:2504.02605Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Robustly identifying concepts introduced during chat fine-tuning using crosscoders 3 Apr 2025 · 1 repository · arXiv:2504.02922Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples)
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Slow-Fast Architecture for Video Multi-Modal Large Language Models 2 Apr 2025 · 1 repository · arXiv:2504.01328Syntology official: no sample here; runs from other or unrecorded repositories · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Benchmarking Synthetic Tabular Data: A Multi-Dimensional Evaluation Framework 2 Apr 2025 · 1 repository · arXiv:2504.01908Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
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AutoEval: Autonomous Evaluation of Generalist Robot Manipulation Policies in the Real World 31 Mar 2025 · 1 repository · arXiv:2503.24278Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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indiSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy 29 Mar 2025 · 0 repositories · arXiv:2503.22983Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 7 harvested samples)
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QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks? 28 Mar 2025 · 1 repository · arXiv:2503.22674Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
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KAC: Kolmogorov-Arnold Classifier for Continual Learning 27 Mar 2025 · 0 repositories · arXiv:2503.21076Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Attribute-formed Class-specific Concept Space: Endowing Language Bottleneck Model with Better Interpretability and Scalability 26 Mar 2025 · 1 repository · arXiv:2503.20301Syntology official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
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Reliable algorithm selection for machine learning-guided design 26 Mar 2025 · 0 repositories · arXiv:2503.20767Syntology 3 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)