Browse State-of-the-Art › Benchmarking › Papers, page 48

Benchmarking

Papers archive 2025-07-28

archive papers tagged: 5,548 · with a code link: 2,658 · where Syntology ran a sample: 749 (624 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (749 of 5,548 tagged: 624 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument)

Page 48 of 56: papers 4,701 to 4,800 of 5,548, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• SUTD-PRCM Dataset and Neural Architecture Search Approach for Complex Metasurface Design
  24 Feb 2022 0 repositories listed
• Rethinking Pareto Frontier for Performance Evaluation of Deep Neural Networks
  18 Feb 2022 0 repositories listed
• On loss functions and evaluation metrics for music source separation
  16 Feb 2022 0 repositories listed
• Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens
  14 Feb 2022 0 repositories listed
• Benchmarking Robot Manipulation with the Rubik's Cube
  14 Feb 2022 0 repositories listed
• Dual Task Framework for Improving Persona-grounded Dialogue Dataset
  11 Feb 2022 0 repositories listed
• High Fidelity RF Clutter Modeling and Simulation
  10 Feb 2022 0 repositories listed
• Lightweight Jet Reconstruction and Identification as an Object Detection Task
  9 Feb 2022 0 repositories listed
• BIQ2021: A Large-Scale Blind Image Quality Assessment Database
  8 Feb 2022 0 repositories listed
• Evaluation Methods and Measures for Causal Learning Algorithms
  7 Feb 2022 0 repositories listed
• Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model
  4 Feb 2022 0 repositories listed
• Danish Airs and Grounds: A Dataset for Aerial-to-Street-Level Place Recognition and Localization
  3 Feb 2022 0 repositories listed
• A quantitative method for benchmarking fair income distribution
  2 Feb 2022 0 repositories listed
• Black-box Bayesian inference for economic agent-based models
  1 Feb 2022 0 repositories listed
• Benchmarking Conventional Vision Models on Neuromorphic Fall Detection and Action Recognition Dataset
  28 Jan 2022 0 repositories listed
• Benchmarking Resource Usage for Efficient Distributed Deep Learning
  28 Jan 2022 0 repositories listed
• Benchmarking learned non-Cartesian k-space trajectories and reconstruction networks
  27 Jan 2022 0 repositories listed
• A Multi-rater Comparative Study of Automatic Target Localization Methods for Epilepsy Deep Brain Stimulation Procedures
  26 Jan 2022 0 repositories listed
• MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning
  26 Jan 2022 0 repositories listed
• Jointly Learning Knowledge Embedding and Neighborhood Consensus with Relational Knowledge Distillation for Entity Alignment
  25 Jan 2022 0 repositories listed
• Towards Private Learning on Decentralized Graphs with Local Differential Privacy
  23 Jan 2022 0 repositories listed
• Visual Object Tracking on Multi-modal RGB-D Videos: A Review
  23 Jan 2022 0 repositories listed
• Individual Treatment Effect Estimation Through Controlled Neural Network Training in Two Stages
  21 Jan 2022 0 repositories listed
• A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization
  18 Jan 2022 0 repositories listed
• High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing
  18 Jan 2022 0 repositories listed
• A Comparative study of Hyper-Parameter Optimization Tools
  17 Jan 2022 0 repositories listed
• Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding
  16 Jan 2022 0 repositories listed
• Context-guided Triple Matching for Multiple Choice Question Answering
  16 Jan 2022 0 repositories listed
• Feasibility of BERT Embeddings For Domain-Specific Knowledge Mining
  16 Jan 2022 0 repositories listed
• FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks
  16 Jan 2022 0 repositories listed
• A Survey on Masked Facial Detection Methods and Datasets for Fighting Against COVID-19
  13 Jan 2022 0 repositories listed
• Benchmarking Deep Reinforcement Learning Algorithms for Vision-based Robotics
  11 Jan 2022 0 repositories listed
• Aerial Scene Parsing: From Tile-level Scene Classification to Pixel-wise Semantic Labeling
  6 Jan 2022 0 repositories listed
• DiLiGenT102: A Photometric Stereo Benchmark Dataset With Controlled Shape and Material Variation
  1 Jan 2022 0 repositories listed
• MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning
  26 Dec 2021 0 repositories listed
• Benchmarking Pedestrian Odometry: The Brown Pedestrian Odometry Dataset (BPOD)
  24 Dec 2021 0 repositories listed
• CORE: A Knowledge Graph Entity Type Prediction Method via Complex Space Regression and Embedding
  19 Dec 2021 0 repositories listed
• Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent
  17 Dec 2021 0 repositories listed
• Benchmarking Safe Deep Reinforcement Learning in Aquatic Navigation
  16 Dec 2021 0 repositories listed
• Benchmarking Uncertainty Quantification on Biosignal Classification Tasks under Dataset Shift
  16 Dec 2021 0 repositories listed
• Logically at Factify 2022: Multimodal Fact Verification
  16 Dec 2021 0 repositories listed
• On the Use of Quality Diversity Algorithms for The Traveling Thief Problem
  16 Dec 2021 0 repositories listed
• On the Value of ML Models
  13 Dec 2021 0 repositories listed
• 7th AI Driving Olympics: 1st Place Report for Panoptic Tracking
  9 Dec 2021 0 repositories listed
• GreenPCO: An Unsupervised Lightweight Point Cloud Odometry Method
  8 Dec 2021 0 repositories listed
• Reduced, Reused and Recycled: The Life of a Dataset in Machine Learning Research
  3 Dec 2021 0 repositories listed
• Certified Adversarial Defenses Meet Out-of-Distribution Corruptions: Benchmarking Robustness and Simple Baselines
  1 Dec 2021 0 repositories listed
• Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking
  30 Nov 2021 0 repositories listed
• Synthetic weather radar using hybrid quantum-classical machine learning
  30 Nov 2021 0 repositories listed
• TinyML Platforms Benchmarking
  30 Nov 2021 0 repositories listed
• 3D Compositional Zero-shot Learning with DeCompositional Consensus
  29 Nov 2021 0 repositories listed
• An in-depth experimental study of sensor usage and visual reasoning of robots navigating in real environments
  29 Nov 2021 0 repositories listed
• OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
  29 Nov 2021 0 repositories listed
• EffCNet: An Efficient CondenseNet for Image Classification on NXP BlueBox
  28 Nov 2021 0 repositories listed
• Benchmarking Shadow Removal for Facial Landmark Detection and Beyond
  27 Nov 2021 0 repositories listed
• A Modular Framework for Centrality and Clustering in Complex Networks
  23 Nov 2021 0 repositories listed
• Filter Methods for Feature Selection in Supervised Machine Learning Applications -- Review and Benchmark
  23 Nov 2021 0 repositories listed
• RadFusion: Benchmarking Performance and Fairness for Multimodal Pulmonary Embolism Detection from CT and EHR
  23 Nov 2021 0 repositories listed
• Novel Real-Time EMT-TS Modeling Architecture for Feeder Blackstart Simulations
  19 Nov 2021 0 repositories listed
• Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion Algorithms
  17 Nov 2021 0 repositories listed
• Fantastic Questions and Where to Find Them: FairytaleQA--An Authentic Dataset for Narrative Comprehension
  16 Nov 2021 0 repositories listed
• FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding
  16 Nov 2021 0 repositories listed
• MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization
  16 Nov 2021 0 repositories listed
• Mukayese: Turkish NLP Strikes Back
  16 Nov 2021 0 repositories listed
• Multiclass Optimal Classification Trees with SVM-splits
  16 Nov 2021 0 repositories listed
• ADCB: An Alzheimer's disease benchmark for evaluating observational estimators of causal effects
  12 Nov 2021 0 repositories listed
• Benchmarking deep generative models for diverse antibody sequence design
  12 Nov 2021 0 repositories listed
• Bi-Discriminator Class-Conditional Tabular GAN
  12 Nov 2021 0 repositories listed
• MLHarness: A Scalable Benchmarking System for MLCommons
  9 Nov 2021 0 repositories listed
• Characterizing the adversarial vulnerability of speech self-supervised learning
  8 Nov 2021 0 repositories listed
• Practical, Fast and Robust Point Cloud Registration for 3D Scene Stitching and Object Localization
  8 Nov 2021 0 repositories listed
• Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies
  3 Nov 2021 0 repositories listed
• Virus-MNIST: Machine Learning Baseline Calculations for Image Classification
  3 Nov 2021 0 repositories listed
• Procedural Generalization by Planning with Self-Supervised World Models
  2 Nov 2021 0 repositories listed
• Livestock Monitoring with Transformer
  1 Nov 2021 0 repositories listed
• Towards a Taxonomy of Graph Learning Datasets
  27 Oct 2021 0 repositories listed
• Scientific Machine Learning Benchmarks
  25 Oct 2021 0 repositories listed
• Benchmarking of Lightweight Deep Learning Architectures for Skin Cancer Classification using ISIC 2017 Dataset
  23 Oct 2021 0 repositories listed
• MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
  21 Oct 2021 0 repositories listed
• An Open Natural Language Processing Development Framework for EHR-based Clinical Research: A case demonstration using the National COVID Cohort Collaborative (N3C)
  20 Oct 2021 0 repositories listed
• GAN-based disentanglement learning for chest X-ray rib suppression
  18 Oct 2021 0 repositories listed
• Benchmarking Biomedical Nested NER and Relation Extraction Models
  16 Oct 2021 0 repositories listed
• MTG: A Benchmarking Suite for Multilingual Text Generation
  16 Oct 2021 0 repositories listed
• Benchmarking human visual search computational models in natural scenes: models comparison and reference datasets
  12 Oct 2021 0 repositories listed
• What can 5.17 billion regression fits tell us about artificial models of the human visual system?
  12 Oct 2021 0 repositories listed
• Explicitly Multi-Modal Benchmarks for Multi-Objective Optimization
  7 Oct 2021 0 repositories listed
• A New Approach for Image Authentication Framework for Media Forensics Purpose
  3 Oct 2021 0 repositories listed
• A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data
  29 Sep 2021 0 repositories listed
• A Two-Stage Neural-Filter Pareto Front Extractor and the need for Benchmarking
  29 Sep 2021 0 repositories listed
• Benchmarking Algorithms from Machine Learning for Low-Budget Black-Box Optimization
  29 Sep 2021 0 repositories listed
• Benchmarking Machine Learning Robustness in Covid-19 Spike Sequence Classification
  29 Sep 2021 0 repositories listed
• Benchmarking person re-identification approaches and training datasets for practical real-world implementations
  29 Sep 2021 0 repositories listed
• Benchmarking Sample Selection Strategies for Batch Reinforcement Learning
  29 Sep 2021 0 repositories listed
• Best Practices in Pool-based Active Learning for Image Classification
  29 Sep 2021 0 repositories listed
• Decentralized Learning for Overparameterized Problems: A Multi-Agent Kernel Approximation Approach
  29 Sep 2021 0 repositories listed
• Deep Learning of Intrinsically Motivated Options in the Arcade Learning Environment
  29 Sep 2021 0 repositories listed
• FastEnsemble: Benchmarking and Accelerating Ensemble-based Uncertainty Estimation for Image-to-Image Translation
  29 Sep 2021 0 repositories listed
• Imitation Learning from Pixel Observations for Continuous Control
  29 Sep 2021 0 repositories listed
• Learning to Schedule Learning rate with Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Less is more: Selecting the right benchmarking set of data for time series classification
  29 Sep 2021 0 repositories listed