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compute_metrics

Syntologyentry name in harvested coderead from the graph 2026-09-24

compute_metrics appears in the code Syntology harvested for 208 papers, as 199 distinct code bodies found in 222 places (a place is one code body under one paper). At least one of them ran in 98 of the papers; 14 of the code bodies carry a behaviour fingerprint.

What this page is not. Routines are grouped here by the exact string of their function or class name. Nothing asserts that two samples named compute_metrics do the same thing, share code, or are comparable; the name is a string, not an identity. Behaviour outputs (what a fingerprinted sample returned on the shared battery) are not in this export and are not shown here; the graph at syntology.ai holds them. "Ran" means executed on a synthesized fixture, not that the code is correct or reproduces a paper.

Samples Syntology

Syntology ran 85 of the 199 distinct code bodies named compute_metrics; 114 are unverified. One tile per status, in the site's fixed vocabulary, each code body counted once:

2ran · honoured contract
1ran · violated contract
14ran · our draft was wrong
8ran · fixture could not drive it
60ran
114unverified
14fingerprinted

Licence is a property of each copy, so it is counted per place: 93 of the 222 places are pointer only (Syntology does not serve that copy's text). This site shows no code text for any sample; every row below links to the file in its repository where the record names one.

“Ran” means the sample executed on a synthesized input; it does not mean the output is correct. “Honoured” and “violated” refer to a contract Syntology drafted from the code itself; “our draft was wrong” and “fixture could not drive it” are failures of Syntology's instrument, not of the code, and those samples did run. The ran count above is every status except unverified, the same rule as each paper page.

Papers

100 papers shown of 208 (newest first; the JSON twin carries all 222 places); 106 places in the table. A paper with no recorded date is placed by the month its arXiv id encodes, shown in the Date column as YYYY-MM (from id). One row per place: a paper whose repository defines the name more than once appears more than once, and the same code body held for several papers appears once under each, with the same status. Titles and dates are the archive's archive 2025-07-28 for papers in the archive, and the graph's for 46 papers added by Syntology; 7 papers have no page here and are shown by arXiv id only. Status and fingerprint are Syntology's record of each code body; licence is recorded for each place. The File cell ends with the code body's code_sha256, Syntology's identity for that exact code: an agent fetches the stored sample with Syntology's MCP tool get_code(code_sha256="…") (how to connect); click an identity to copy that call.

PaperDateFileStatus SyntologyLicence
Newton Deep Unfolding for Compressed Sensing added by Syntology 2026-09 (from id) xianchaoxiu/DNU-Net/NDU-Net/utils/metrics.py db88269952922ada unverified no licence file found · pointer only
T2LSC-Bench: Benchmarking Localized Semantic Control in Text-to-Image Generation added by Syntology 2026-09 (from id) LLMSecResearch/T2LSC-Bench/evaluation/metrics.py fc78ddf4ce44b934 unverified no licence file found · pointer only
TAME: Temporal-Aware Mixture-of-Experts for Text-Video Retrieval added by Syntology 2026-09 (from id) sejong-rcv/TAME/metrics.py b05823d3dd0bdd19 unverified no licence file found · pointer only
Restoring Without Forgetting: Continual Learning Across Image Degradations added by Syntology 2026-08 (from id) AlifAshrafee/Restoring-Without-Forgetting/compute_cl_metrics.py 1b5955295986b5a8 ran fingerprinted no licence file found · pointer only
Neuro-Geospatial Modelling of EEG Affective States Using Literature-Informed Environmental Context added by Syntology 2026-08 (from id) r11up/geo-cog/evaluation/metrics.py ff2fa028bd8850b8 ran MIT (permissive)
Profiling What Matters: Context-Aware Item Profiles from Large-Scale Metadata for LLM Recommenders added by Syntology 2026-08 (from id) rgbeing/CAIRO/reranking/metrics.py 3ad6fdec8a710f65 ran no licence file found · pointer only
Assessing Quality of Experience in Natural Language Generation of German Text added by Syntology 2026-08 (from id) DFKI-NLP/TextQ/models/ats-mt-new_integrating_features.py fcf3f6541774b512 ran no licence file found · pointer only
Assessing Quality of Experience in Natural Language Generation of German Text added by Syntology 2026-08 (from id) DFKI-NLP/TextQ/models/ats_torch_hybrid.py b9e53045c090a5b0 ran no licence file found · pointer only
From Atomic Evidence to Logical Composition: Structured Compositional Reasoning over Compound Answer Options added by Syntology 2026-08 (from id) obedjunias19/structured-compositional-reasoning/utils/metrics.py ea8d26f4f608c139 ran MIT (permissive)
The Impact of Temporal Context Length and Encoding Strategies on Self-Supervised ECG Representation Learning added by Syntology 2026-08 (from id) muha-0/ecg-ssl-representation-learning/eval/metrics.py 140160542a17a7b4 ran MIT (permissive)
Information-Geometric Forward Policy Training in GFlowNets added by Syntology 2026-08 (from id) rodsveiga/infogeometric_gflows/experiments/hypergrid/deceptive/run_adaptive_teacher.py 3495af39e2194108 ran no licence file found · pointer only
Piecewise Dynamic Diffusion Regularization for Reconstruction of Cardiac Cine MRI added by Syntology 2026-07 (from id) MLI-lab/pddr/cardiac_diffusion/metrics.py 8ffd0859dae62979 unverified BSD-2-Clause (permissive)
EComAgentBench: Benchmarking Shopping Agents on Long-Horizon Tasks with Distributed Hidden Intent added by Syntology 2026-06 (from id) Morizeyao/EComAgentBench_/src/evaluation/metrics.py 083a8c2a0585cc60 ran licence not identified · pointer only
Adapting Reinforcement Learning with Chain-of-Thought Supervision for Explainable Detection of Hateful and Propagandistic Memes added by Syntology 2026-06 (from id) MohamedBayan/MemeReason/training/unimodal/train_image_classifier.py 7eaffa29be6d6425 ran no licence file found · pointer only
GRADE: Generalizable Reasoning-Aware Dialogue Evaluation for AI Tutors added by Syntology 2026-05 (from id) AIM-SCU/GRADE/evaluate_run.py 158451b3b6b84941 ran · our draft was wrong no licence file found · pointer only
CHARTOGRAPHER: Counterfactual Chart Generation for Evaluating Vision-Language Models added by Syntology 2026-05 (from id) vis-nlp/ChartQA/Models/VisionTapas/train_classification.py 5e836f87edf97ccf ran GPL-3.0 (copyleft) · pointer only
CHARTOGRAPHER: Counterfactual Chart Generation for Evaluating Vision-Language Models added by Syntology 2026-05 (from id) vis-nlp/ChartQA/Models/VisionTapas/train_question_answering.py d06b4f37837f3dfc ran GPL-3.0 (copyleft) · pointer only
Causal Risk Minimization for High-Dimensional Treatments added by Syntology 2026-05 (from id) nikitadhawan/causal-risk-minimization/projections.py 182473834b652628 ran fingerprinted no licence file found · pointer only
A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits added by Syntology 2026-05 (from id) Yyuzrah/AMTA4R/MTA4R/src/distribution_metrics.py 029738e0501d1cd4 ran no licence file found · pointer only
OpenSeeker-v2: Pushing the Limits of Search Agents with Informative and High-Difficulty Trajectories added by Syntology 2026-05 (from id) PolarSeeker/OpenSeeker/eval/generate_answer.py d7368bed9fa4daa1 ran no licence file found · pointer only
Affinity Is Not Enough: Recovering the Free Energy Principle in Mixture-of-Experts added by Syntology 2026-05 (from id) russellwmy/affinity-is-not-enough/prototype/routing_entropy.py 2ddba7ae7e49d0cf ran MIT (permissive)
Lost in <i>Decoding?</i> Reproducing and Stress-Testing the Look-Ahead Prior in Generative Retrieval added by Syntology 2026-04 (from id) kidist-amde/lost-in-decoding/cross_lingual/evaluate.py 93b61cc5e4023f00 unverified Apache-2.0 (permissive)
AutoPyVerifier: Learning Compact Executable Verifiers for Large Language Model Outputs added by Syntology 2026-04 (from id) megagonlabs/AutoPyVerifier/src/autopyverifier/search.py c413778bf61cbc0f ran BSD-3-Clause (permissive)
mcdok at SemEval-2026 Task 13: Finetuning LLMs for Detection of Machine-Generated Code added by Syntology 2026-04 (from id) kinit-sk/mcdok-semeval2026/mcdokA.py def9588282e202c7 ran GPL-3.0 (copyleft) · pointer only
HCRE: LLM-based Hierarchical Classification for Cross-Document Relation Extraction with a Prediction-then-Verification Strategy added by Syntology 2026-04 (from id) XMUDeepLIT/HCRE/inference/eval_predictions.py f00a11019513fa38 unverified no licence file found · pointer only
The Detection-Extraction Gap: Models Know the Answer Before They Can Say It added by Syntology 2026-04 (from id) EdWangLoDaSc/know2say/src/dashboard.py ca864081606c7b8a unverified no licence file found · pointer only
Courtroom-Style Multi-Agent Debate with Progressive RAG and Role-Switching for Controversial Claim Verification added by Syntology 2026-03 (from id) mnc13/PROClaim/framework/aggregate_ablation_results.py 5b1c8ae2409e16f6 unverified no licence file found · pointer only
Crystal: Characterizing Relative Impact of Scholarly Publications added by Syntology 2026-03 (from id) allenai/multicite/classification/run_citation_classification.py 7588d2b9e8ea0f11 unverified no licence file found · pointer only
Indirect Question Answering in English, German and Bavarian: A Challenging Task for High-and Low-Resource Languages Alike added by Syntology 2026-03 (from id) mainlp/Multilingual-IQA/code/train_predict/classify.py cd18d69bf4f75537 unverified no licence file found · pointer only
How Much Noise Can BERT Handle? Insights from Multilingual Sentence Difficulty Detection added by Syntology 2026-03 (from id) Nouran-Khallaf/denoising-difficulty/utils/metrics_utils.py b4c0c9875ba6e7c6 unverified no licence file found · pointer only
From Conflict to Consensus: Boosting Medical Reasoning via Multi-Round Agentic RAG added by Syntology 2026-03 (from id) NJU-RL/MA-RAG/train_bert.py e92204aa248de1a9 unverified no licence file found · pointer only
BLUFF: Benchmarking the Detection of False and Synthetic Content across 58 Low-Resource Languages added by Syntology 2026-03 (from id) jsl5710/BLUFF/src/evaluation/decoder/evaluate.py 38c38274522fb8f3 unverified licence not identified · pointer only
Conditional Generative Models for High-Resolution Range Profiles: Capturing Geometry-Driven Trends in a Large-Scale Maritime Dataset added by Syntology 2026-02 (from id) EdwynBrient/HRRPGen-geometry/src/ship_hrrp_gen/utils.py 801cf48aff7c0cd3 unverified no licence file found · pointer only
WILDREWARD: Learning Reward Models from In-the-Wild Human Interactions added by Syntology 2026-02 (from id) THU-KEG/WildReward/train_rm/train_rank.py 5363b46bc9c9c257 ran · fixture could not drive it Apache-2.0 (permissive)
STEP: Warm-Started Visuomotor Policies with Spatiotemporal Consistency Prediction added by Syntology 2026-02 (from id) Kimho666/STEP/multirun_metrics.py 3351ad91683faf7f unverified MIT (permissive)
Flow-based Extremal Mathematical Structure Discovery added by Syntology 2026-01 (from id) berczig/FlowBoost/flow_boost/heilbronn_square/plot_data_heilbronn.py 2f705b01f997764b unverified no licence file found · pointer only
Flow-based Extremal Mathematical Structure Discovery added by Syntology 2026-01 (from id) berczig/FlowBoost/flow_boost/heilbronn_square/plot_data_points.py 15fc8a32d3849637 unverified no licence file found · pointer only
Sycophancy Hides Linearly in the Attention Heads added by Syntology 2026-01 (from id) rifoagenadi/sycophancy/extension/metrics.py 62c385ad75991b3e unverified no licence file found · pointer only
Benchmarking LLMs for Pairwise Causal Discovery in Biomedical and Multi-Domain Contexts added by Syntology 2026-01 (from id) sydneyanuyah/CausalDiscovery/results/experiment2/evaluate.py 5938e8daf778ae3e unverified no licence file found · pointer only
PrivLEX: Detecting legal concepts in images through Vision-Language Models added by Syntology 2026-01 (from id) idiap/privlex/metrics.py d1dc680fd239da4e unverified no licence file found · pointer only
Zero-Shot Distracted Driver Detection via Vision Language Models with Double Decoupling added by Syntology 2026-01 (from id) mtakamichi/ZVL-DDD/src/metrics.py 4277c568ca217e4e unverified Apache-2.0 (permissive)
Controlled Self-Evolution for Algorithmic Code Optimization added by Syntology 2026-01 (from id) QuantaAlpha/EvoControl/utils/analyze_iterations.py 3de8648950fcd7fc unverified Apache-2.0 (permissive)
Eliminating Inductive Bias in Reward Models with Information-Theoretic Guidance added by Syntology 2025-12 (from id) Qwen-Applications/DIR/reward_models/utils.py 7710f1274273fc6c unverified Apache-2.0 (permissive)
Stop-RAG: Value-Based Retrieval Control for Iterative RAG added by Syntology 2025-10 (from id) chosolbee/Stop-RAG/src/train/stop_rag_train.py f4bd6643c0e7d760 unverified no licence file found · pointer only
APLOT: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport added by Syntology 2025-10 (from id) BIRlz/APLOT/reward_models/utils.py 7710f1274273fc6c unverified no licence file found · pointer only
PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation added by Syntology 2025-10 (from id) Bunnybeibei/PRESCRIBE/gears/inference.py d3e54ce67d34ed8f unverified MIT (permissive)
LASER: An LLM-based ASR Scoring and Evaluation Rubric added by Syntology 2025-10 (from id) Amparulekar/LASER-metric/llama.py e4a5e29443fe16c0 unverified MIT (permissive)
QuadEnhancer: Leveraging Quadratic Transformations to Enhance Deep Neural Networks added by Syntology 2025-10 (from id) chitar/QuadEnhancer/text-classification/finetune.py bb1016f9e0e6403c unverified no licence file found · pointer only
Stylos: Multi-View 3D Stylization with Single-Forward Gaussian Splatting added by Syntology 2025-09 (from id) HanzhouLiu/Stylos/ArtScore/utils.py cceff30e57a71536 unverified MIT (permissive)
eccDNAMamba: A Pre-Trained Model for Ultra-Long eccDNA Sequence Analysis 22 Jun 2025 zzq1zh/genai-lab/finetune_sample.py d02d4a2ae6122ca6 unverified no licence file found · pointer only
OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents 17 Jun 2025 thomas-kuntz/os-harm/evaluate/compute_predicted_metrics.py 407d595c1d42da9d ran · our draft was wrong Apache-2.0 (permissive)
SPACE: Your Genomic Profile Predictor is a Powerful DNA Foundation Model 2 Jun 2025 zhujiwei111/space/experiments/GUE/expr_GUE.py 3a11b641b71ab6a3 unverified MIT (permissive)
Invariance Makes LLM Unlearning Resilient Even to Unanticipated Downstream Fine-Tuning 2 Jun 2025 OPTML-Group/Unlearn-ILU/src/unlearn/base.py 88a4f13abd54a00c ran MIT (permissive)
LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused Evaluation 25 Mar 2025 sarahmart/llm-abs-armman-prediction/analysis/aggregation.py fb0e69ae8e7fe717 ran · fixture could not drive it fingerprinted MIT (permissive)
Med3DVLM: An Efficient Vision-Language Model for 3D Medical Image Analysis 25 Mar 2025 mirthai/med3dvlm/src/train/train_clip.py 220b7697c5a0d40e unverified MIT (permissive)
Med3DVLM: An Efficient Vision-Language Model for 3D Medical Image Analysis 25 Mar 2025 mirthai/med3dvlm/src/train/train_vlm.py 05b8d6cd94313722 unverified MIT (permissive)
Combining Causal Models for More Accurate Abstractions of Neural Networks 14 Mar 2025 marapislar/combining-causal-models-for-accurate-nn-abstractions/src/run_das.py b43a36e53aa3e4b2 ran · our draft was wrong fingerprinted no licence file found · pointer only
Multilevel Generative Samplers for Investigating Critical Phenomena 11 Mar 2025 mlneuralsampler/multilevel/van_code/nn.py c58bd2dcaff29593 ran · our draft was wrong fingerprinted MIT (permissive)
Seedream 2.0: A Native Chinese-English Bilingual Image Generation Foundation Model 10 Mar 2025 DYEvaLab/EvalMuse/NTIRE2025/Track1_Alignment/evaluate.py c398976e864ca923 unverified Apache-2.0 (permissive)
BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology 28 Feb 2025 Future-House/BixBench/bixbench/utils.py 6205d4627a1c839a unverified Apache-2.0 (permissive)
Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond 7 Feb 2025 optml-group/unlearn-smooth/WMDP/src/unlearn/base.py 88a4f13abd54a00c ran MIT (permissive)
SWE-Fixer: Training Open-Source LLMs for Effective and Efficient GitHub Issue Resolution 9 Jan 2025 jorge-martinez-gil/graphcodebert-feature-integration/legacy/fine-tunning-graphcodebert-karnalim-with-features.py c17d5d78451bbd57 unverified MIT (permissive)
Navigating Chemical-Linguistic Sharing Space with Heterogeneous Molecular Encoding 2024-12 (from id) Lyu6PosHao/HME/src/hme/run_classification.py b04bf311f5568191 unverified MIT (permissive)
Fast Prompt Alignment for Text-to-Image Generation 11 Dec 2024 tiktok/fast_prompt_alignment/training/finetune.py 1b50bb461afcd4e7 unverified no licence file found · pointer only
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs 10 Dec 2024 futureeeeee/dynamic-rag/nn_router.py 6acfe88d09a11a54 unverified no licence file found · pointer only
Free Process Rewards without Process Labels 2 Dec 2024 lifan-yuan/implicitprm/eval/bon_eval.py ad31a6c133b0728c unverified Apache-2.0 (permissive)
Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties 17 Nov 2024 ffaisal93/dialect_toxicity_llm_judge/src/compute_consistency.py 4ace4e4a4187e874 unverified no licence file found · pointer only
AmoebaLLM: Constructing Any-Shape Large Language Models for Efficient and Instant Deployment 15 Nov 2024 GATECH-EIC/AmoebaLLM/eval_func.py 89809a6f227449c9 unverified MIT (permissive)
Community Research Earth Digital Intelligence Twin (CREDIT) 9 Nov 2024 ncar/miles-credit/credit/applications/rollout_metrics_noisy_model.py dca6ac38782407c1 unverified Apache-2.0 (permissive)
Training objective drives the consistency of representational similarity across datasets 8 Nov 2024 lciernik/similarity_consistency/sim_consistency/eval/metrics.py 6beb4e86a582c341 unverified MIT (permissive)
Towards Low-Resource Harmful Meme Detection with LMM Agents 8 Nov 2024 jianzhao-huang/lorehm/utils/utils.py 2fcda73a00485621 unverified MIT (permissive)
Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis 31 Oct 2024 nitzanlab/biolord_reproducibility/utils/utils_perturbations.py 7a8d80823166d9e6 unverified BSD-3-Clause (permissive)
GeoLLaVA: Efficient Fine-Tuned Vision-Language Models for Temporal Change Detection in Remote Sensing 25 Oct 2024 HosamGen/GeoLLaVA/eval_metrics.py d0b60b3a670c8220 unverified no licence file found · pointer only
Applying sparse autoencoders to unlearn knowledge in language models 25 Oct 2024 efarrell1/train_sparse_autoencoder/sae/utils.py bda89456f67fab15 unverified no licence file found · pointer only
TopoDiffusionNet: A Topology-aware Diffusion Model 22 Oct 2024 Saumya-Gupta-26/TopoDiffusionNet/analysis-scripts/eval-metrics.py 442558c88bf5c121 unverified MIT (permissive)
Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models 15 Oct 2024 kushaltatariya/Pixology/finetuning/cifar_finetune.py 7e409034d19c43ff ran no licence file found · pointer only
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models 12 Oct 2024 openreasoner/openr/prm/code/finetune_llama.py b78ea990bb05f759 unverified MIT (permissive)
Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning 9 Oct 2024 OPTML-Group/Unlearn-Simple/WMDP/src/unlearn/base.py 88a4f13abd54a00c ran MIT (permissive)
Algorithmic Capabilities of Random Transformers 6 Oct 2024 fjzzq2002/random_transformers/modadd_exp.py 429807da8a35c60c ran · our draft was wrong MIT (permissive)
A Formal Framework for Understanding Length Generalization in Transformers 3 Oct 2024 lacoco-lab/length_generalization/algorithmic/language_modeling_train.py 94fed4ba26e81fca ran no licence file found · pointer only
CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset 30 Sep 2024 mila-iqia/cableinspect-ad-code/src/anomaly_detector/evaluation_utils.py 753b40afacd6ec68 ran Apache-2.0 (permissive)
Semi-Supervised Reward Modeling via Iterative Self-Training 10 Sep 2024 RLHFlow/RLHF-Reward-Modeling/bradley-terry-rm/gemma_2B_rm.py 23a0bca594cfbdcb ran Apache-2.0 (permissive)
Variational Search Distributions 10 Sep 2024 csiro-funml/variationalsearch/experiments/scripts/batch_rounds.py 6c9f704672ffed88 ran · our draft was wrong licence not identified · pointer only
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling 9 Sep 2024 gpantaz/vl_mamba/src/vl_mamba/evaluation/evaluate_ai2d.py b67b817d3b006d55 ran MIT (permissive)
Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling 9 Sep 2024 gpantaz/vl_mamba/src/vl_mamba/evaluation/evaluate_gqa.py ee5eb0333993e5fa ran MIT (permissive)
ReSi: A Comprehensive Benchmark for Representational Similarity Measures 1 Aug 2024 mklabunde/resi/nlp/bert_finetune.py 05059c01bda86bc9 ran CC-BY-4.0 · pointer only
Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective 24 Jul 2024 ucsb-nlp-chang/causal_unlearn/dataloader.py 88a4f13abd54a00c ran MIT (permissive)
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model 21 Jun 2024 TAP-LLM/SplitFedLLM/Fed-Llama-module/flclient_llama2.py f070a226c483d2ba ran Apache-2.0 (permissive)
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data 20 Jun 2024 eleonorapoeta/benchmarking-kan/utils/utils.py 5cceac6de41d6976 unverified Apache-2.0 (permissive)
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback 20 Jun 2024 kbsdjames/math-minos/RM/process_reward_modeling_pointwise.py 43510407b2ec6f22 ran no licence file found · pointer only
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback 20 Jun 2024 kbsdjames/math-minos/RM/reward_modeling_pointwise.py 307f6d829f8c616c ran no licence file found · pointer only
Jogging the Memory of Unlearned LLMs Through Targeted Relearning Attacks 19 Jun 2024 s-huu/jog_llm_memory/synthetic/dataloader.py 88a4f13abd54a00c ran Apache-2.0 (permissive)
PathoLM: Identifying pathogenicity from the DNA sequence through the Genome Foundation Model 19 Jun 2024 Sajib-006/Patho-LM/eval_model.py d404195da58b03fd ran · fixture could not drive it fingerprinted MIT (permissive)
Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts 18 Jun 2024 weixiongust/rlhf-reward-modeling/bradley-terry-rm/gemma_2B_rm.py 23a0bca594cfbdcb ran Apache-2.0 (permissive)
Soft Prompting for Unlearning in Large Language Models 17 Jun 2024 karuna-bhaila/llm_unlearning/inference_vanilla.py 49bb87ecc41d23fe ran no licence file found · pointer only
Large Language Model Unlearning via Embedding-Corrupted Prompts 12 Jun 2024 chrisliu298/llm-unlearn-eco/scripts/train_classifier.py 2903366de2ae20c9 unverified no licence file found · pointer only
Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning 4 Jun 2024 showlab/VisInContext/src/main_instruction_tuning.py dd8287b62746381d ran no licence file found · pointer only
MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer 15 May 2024 wuchengyu123/mmfusion/utils.py 7dbec2e994277534 ran no licence file found · pointer only
Improving Transformers with Dynamically Composable Multi-Head Attention 14 May 2024 Caiyun-AI/DCFormer/pytorch/dcformer/run_clm_pt_dcformer.py 6b376a0abe58a427 ran · fixture could not drive it MIT (permissive)
LangCell: Language-Cell Pre-training for Cell Identity Understanding 9 May 2024 PharMolix/LangCell/LangCell-CE-annotation/finetune.py 0591830d78ad8c8b ran MIT (permissive)
Are EEG-to-Text Models Working? 10 May 2024 mikewangwzhl/eeg-to-text/metrics.py 3b44e7c76889121a unverified no licence file found · pointer only
The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology 17 Apr 2024 juangamella/causal-chamber-paper/case_studies/src/symbolicregression/metrics.py 69b5fa55a312675e ran MIT (permissive)
Does Biomedical Training Lead to Better Medical Performance? 5 Apr 2024 tio-ikim/clue/eval/eval_LongHealth.py 0c7db73dea0a25ae ran · violated contract MIT (permissive)
ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation 27 Mar 2024 aradhye2002/ecodepth/model.py e92e07aa1bf1be20 ran · our draft was wrong licence not identified · pointer only
EquiAV: Leveraging Equivariance for Audio-Visual Contrastive Learning 14 Mar 2024 JongSuk1/EquiAV/retrieval.py d59b4b3c004c31ff ran fingerprinted MIT (permissive)
ORPO: Monolithic Preference Optimization without Reference Model 12 Mar 2024 shibing624/medicalgpt/training/reward_modeling.py 69a87416659918fe unverified Apache-2.0 (permissive)

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