| Benchmarking Neural Network Robustness to Common Corruptions and Surface Variations | Jul 4, 2018 | Adversarial DefenseBenchmarking | CodeCode Available | 1 | 5 |
| EntQA: Entity Linking as Question Answering | Oct 5, 2021 | BenchmarkingEntity Linking | CodeCode Available | 1 | 5 |
| Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New Benchmark | Mar 9, 2024 | BenchmarkingFairness | CodeCode Available | 1 | 5 |
| ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks | Jul 26, 2024 | BenchmarkingModel Selection | CodeCode Available | 1 | 5 |
| Addressing the generalization of 3D registration methods with a featureless baseline and an unbiased benchmark | Mar 23, 2024 | BenchmarkingImage to Point Cloud Registration | CodeCode Available | 1 | 5 |
| CheXphoto: 10,000+ Photos and Transformations of Chest X-rays for Benchmarking Deep Learning Robustness | Jul 13, 2020 | Benchmarking | CodeCode Available | 1 | 5 |
| An Empirical Study on Google Research Football Multi-agent Scenarios | May 16, 2023 | BenchmarkingMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| CIBench: Evaluating Your LLMs with a Code Interpreter Plugin | Jul 15, 2024 | Benchmarking | CodeCode Available | 1 | 5 |
| Circumventing shortcuts in audio-visual deepfake detection datasets with unsupervised learning | Nov 29, 2024 | BenchmarkingDeepFake Detection | CodeCode Available | 1 | 5 |
| A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation, and Research Challenges | Oct 21, 2022 | BenchmarkingCommunity Detection | CodeCode Available | 1 | 5 |
| AIPerf: Automated machine learning as an AI-HPC benchmark | Aug 17, 2020 | AutoMLBenchmarking | CodeCode Available | 1 | 5 |
| Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models | May 26, 2025 | BenchmarkingRAG | CodeCode Available | 1 | 5 |
| 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on Relational DBs | Apr 28, 2024 | Benchmarking | CodeCode Available | 1 | 5 |
| CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization | Apr 6, 2025 | BenchmarkingCombinatorial Optimization | CodeCode Available | 1 | 5 |
| An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction | Sep 4, 2019 | BenchmarkingGeneral Classification | CodeCode Available | 1 | 5 |
| Benchmarking Batch Deep Reinforcement Learning Algorithms | Oct 3, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Enhancing Biomedical Relation Extraction with Directionality | Jan 23, 2025 | BenchmarkingDocument-level Relation Extraction | CodeCode Available | 1 | 5 |
| Enhancing Ligand Pose Sampling for Molecular Docking | Nov 30, 2023 | BenchmarkingMolecular Docking | CodeCode Available | 1 | 5 |
| AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets | May 7, 2024 | BenchmarkingCancer Classification | CodeCode Available | 1 | 5 |
| A Survey of Pathology Foundation Model: Progress and Future Directions | Apr 5, 2025 | BenchmarkingMultiple Instance Learning | CodeCode Available | 1 | 5 |
| ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models | Nov 29, 2021 | BenchmarkingPhysical Simulations | CodeCode Available | 1 | 5 |
| Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics | Jun 8, 2021 | Age And Gender ClassificationBenchmarking | CodeCode Available | 1 | 5 |
| Coarse-to-Fine Q-attention with Learned Path Ranking | Apr 4, 2022 | Benchmarking | CodeCode Available | 1 | 5 |
| A Comprehensive Benchmark for RNA 3D Structure-Function Modeling | Mar 27, 2025 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| GEOM-Drugs Revisited: Toward More Chemically Accurate Benchmarks for 3D Molecule Generation | Apr 30, 2025 | 3D Molecule GenerationBenchmarking | CodeCode Available | 1 | 5 |
| End-to-end Knowledge Retrieval with Multi-modal Queries | Jun 1, 2023 | BenchmarkingCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| Enhancing spatial and textual analysis with EUPEG: an extensible and unified platform for evaluating geoparsers | Jul 9, 2020 | Benchmarking | CodeCode Available | 1 | 5 |
| Knodle: Modular Weakly Supervised Learning with PyTorch | Apr 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| SHARP: Environment and Person Independent Activity Recognition with Commodity IEEE 802.11 Access Points | Mar 17, 2021 | Activity RecognitionBenchmarking | CodeCode Available | 1 | 5 |
| CodeReef: an open platform for portable MLOps, reusable automation actions and reproducible benchmarking | Jan 22, 2020 | Benchmarkingobject-detection | CodeCode Available | 1 | 5 |
| COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite | Mar 15, 2019 | Benchmarking | CodeCode Available | 1 | 5 |
| Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy | Oct 23, 2020 | BenchmarkingDiagnostic | CodeCode Available | 1 | 5 |
| CODEBench: A Neural Architecture and Hardware Accelerator Co-Design Framework | Dec 7, 2022 | Benchmarking | CodeCode Available | 1 | 5 |
| A Closer Look at Mortality Risk Prediction from Electrocardiograms | Jun 24, 2024 | BenchmarkingPrediction | CodeCode Available | 1 | 5 |
| Benchmarking Chinese Commonsense Reasoning of LLMs: From Chinese-Specifics to Reasoning-Memorization Correlations | Mar 21, 2024 | BenchmarkingMemorization | CodeCode Available | 1 | 5 |
| CodeIF: Benchmarking the Instruction-Following Capabilities of Large Language Models for Code Generation | Feb 26, 2025 | BenchmarkingCode Generation | CodeCode Available | 1 | 5 |
| Emotion and Intent Joint Understanding in Multimodal Conversation: A Benchmarking Dataset | Jul 3, 2024 | BenchmarkingDiversity | CodeCode Available | 1 | 5 |
| Benchmarking Chinese Text Recognition: Datasets, Baselines, and an Empirical Study | Dec 30, 2021 | AttributeBenchmarking | CodeCode Available | 1 | 5 |
| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care | Sep 16, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| CodeS: Natural Language to Code Repository via Multi-Layer Sketch | Mar 25, 2024 | Benchmarking | CodeCode Available | 1 | 5 |
| AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM | Nov 26, 2024 | BenchmarkingText-to-Video Generation | CodeCode Available | 1 | 5 |
| Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents | Feb 27, 2025 | Benchmarking | CodeCode Available | 1 | 5 |
| Benchmarking MRI Reconstruction Neural Networks on Large Public Datasets | Mar 6, 2020 | BenchmarkingImage Reconstruction | CodeCode Available | 1 | 5 |
| Benchmarking Cognitive Biases in Large Language Models as Evaluators | Sep 29, 2023 | BenchmarkingIn-Context Learning | CodeCode Available | 1 | 5 |
| EMPOT: partial alignment of density maps and rigid body fitting using unbalanced Gromov-Wasserstein divergence | Nov 1, 2023 | BenchmarkingCryogenic Electron Microscopy (cryo-EM) | CodeCode Available | 1 | 5 |
| Recent Advances on Neural Network Pruning at Initialization | Mar 11, 2021 | BenchmarkingNetwork Pruning | CodeCode Available | 1 | 5 |
| EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models | Jun 9, 2024 | Benchmarking | CodeCode Available | 1 | 5 |
| An Extended Benchmarking of Multi-Agent Reinforcement Learning Algorithms in Complex Fully Cooperative Tasks | Feb 7, 2025 | BenchmarkingMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| LayerDAG: A Layerwise Autoregressive Diffusion Model for Directed Acyclic Graph Generation | Nov 4, 2024 | BenchmarkingGraph Generation | CodeCode Available | 1 | 5 |
| EMGBench: Benchmarking Out-of-Distribution Generalization and Adaptation for Electromyography | Oct 31, 2024 | BenchmarkingElectromyography (EMG) | CodeCode Available | 1 | 5 |
