| MLPerf Power: Benchmarking the Energy Efficiency of Machine Learning Systems from Microwatts to Megawatts for Sustainable AI | Oct 15, 2024 | Benchmarking | CodeCode Available | 4 |
| shapiq: Shapley Interactions for Machine Learning | Oct 2, 2024 | BenchmarkingData Valuation | CodeCode Available | 4 |
| Benchmarking Neural Network Training Algorithms | Jun 12, 2023 | Benchmarking | CodeCode Available | 4 |
| Personalized Benchmarking with the Ludwig Benchmarking Toolkit | Nov 8, 2021 | BenchmarkingHyperparameter Optimization | CodeCode Available | 3 |
| AM-RADIO: Agglomerative Vision Foundation Model -- Reduce All Domains Into One | Dec 10, 2023 | AllBenchmarking | CodeCode Available | 3 |
| Prithvi-EO-2.0: A Versatile Multi-Temporal Foundation Model for Earth Observation Applications | Dec 3, 2024 | BenchmarkingDisaster Response | CodeCode Available | 3 |
| AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework | Mar 19, 2024 | BenchmarkingFinancial Analysis | CodeCode Available | 3 |
| OmniGenBench: Automating Large-scale in-silico Benchmarking for Genomic Foundation Models | Oct 2, 2024 | Benchmarking | CodeCode Available | 3 |
| OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection | Feb 27, 2025 | Action DetectionBenchmarking | CodeCode Available | 3 |
| OGBench: Benchmarking Offline Goal-Conditioned RL | Oct 26, 2024 | Benchmarkingreinforcement-learning | CodeCode Available | 3 |
| nnInteractive: Redefining 3D Promptable Segmentation | Mar 11, 2025 | BenchmarkingInteractive Segmentation | CodeCode Available | 3 |
| Multi-Head RAG: Solving Multi-Aspect Problems with LLMs | Jun 7, 2024 | BenchmarkingDecoder | CodeCode Available | 3 |
| MLVU: Benchmarking Multi-task Long Video Understanding | Jun 6, 2024 | BenchmarkingVideo Understanding | CodeCode Available | 3 |
| ACEGEN: Reinforcement learning of generative chemical agents for drug discovery | May 7, 2024 | BenchmarkingDecision Making | CodeCode Available | 3 |
| Caravan MultiMet: Extending Caravan with Multiple Weather Nowcasts and Forecasts | Nov 14, 2024 | Benchmarking | CodeCode Available | 3 |
| MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries | Jan 27, 2024 | BenchmarkingRAG | CodeCode Available | 3 |
| OmniGenBench: A Modular Platform for Reproducible Genomic Foundation Models Benchmarking | May 20, 2025 | Benchmarking | CodeCode Available | 3 |
| REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites | Apr 15, 2025 | Autonomous Web NavigationBenchmarking | CodeCode Available | 3 |
| Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents | Oct 3, 2024 | Autonomous DrivingBackdoor Attack | CodeCode Available | 3 |
| Benchmarking Multimodal AutoML for Tabular Data with Text Fields | Nov 4, 2021 | AutoMLBenchmarking | CodeCode Available | 3 |
| MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents | Jan 24, 2025 | Benchmarking | CodeCode Available | 3 |
| LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory | Oct 14, 2024 | BenchmarkingLarge Language Model | CodeCode Available | 3 |
| AER: Auto-Encoder with Regression for Time Series Anomaly Detection | Dec 27, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 3 |
| AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents | Jan 24, 2024 | Benchmarking | CodeCode Available | 3 |
| Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions | Aug 28, 2023 | BenchmarkingFormation Energy | CodeCode Available | 3 |
| Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks | Jun 12, 2024 | BenchmarkingChatbot | CodeCode Available | 3 |
| ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks | Feb 7, 2025 | Benchmarking | CodeCode Available | 3 |
| LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning | Jun 5, 2023 | Benchmarking | CodeCode Available | 3 |
| Highly Accurate Quantum Chemical Property Prediction with Uni-Mol+ | Mar 16, 2023 | BenchmarkingGraph Regression | CodeCode Available | 3 |
| Benchmarking Automatic Machine Learning Frameworks | Aug 17, 2018 | Automated Feature EngineeringAutoML | CodeCode Available | 3 |
| HumanVid: Demystifying Training Data for Camera-controllable Human Image Animation | Jul 24, 2024 | BenchmarkingHuman Animation | CodeCode Available | 3 |
| General Geospatial Inference with a Population Dynamics Foundation Model | Nov 11, 2024 | BenchmarkingGraph Neural Network | CodeCode Available | 3 |
| HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis | Jun 23, 2024 | BenchmarkingRepresentation Learning | CodeCode Available | 3 |
| Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks | Apr 16, 2022 | BenchmarkingInstruction Following | CodeCode Available | 3 |
| IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models | May 22, 2025 | BenchmarkingInstruction Following | CodeCode Available | 3 |
| Advancing LLM Reasoning Generalists with Preference Trees | Apr 2, 2024 | BenchmarkingCode Generation | CodeCode Available | 3 |
| mlpack 3: a fast, flexible machine learning library | Jun 18, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 3 |
| BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction | Feb 26, 2025 | BenchmarkingTime Series | CodeCode Available | 3 |
| AbdomenAtlas: A Large-Scale, Detailed-Annotated, & Multi-Center Dataset for Efficient Transfer Learning and Open Algorithmic Benchmarking | Jul 23, 2024 | BenchmarkingTransfer Learning | CodeCode Available | 3 |
| LocoMuJoCo: A Comprehensive Imitation Learning Benchmark for Locomotion | Nov 4, 2023 | BenchmarkingImitation Learning | CodeCode Available | 3 |
| Benchmarking Large Language Models on CFLUE -- A Chinese Financial Language Understanding Evaluation Dataset | May 17, 2024 | 16kBenchmarking | CodeCode Available | 3 |
| Benchmarking LLMs via Uncertainty Quantification | Jan 23, 2024 | BenchmarkingUncertainty Quantification | CodeCode Available | 3 |
| Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making | Oct 9, 2024 | BenchmarkingDecision Making | CodeCode Available | 3 |
| Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent | Nov 5, 2024 | BenchmarkingHallucination | CodeCode Available | 3 |
| Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis | Oct 9, 2023 | BenchmarkingMultivariate Time Series Forecasting | CodeCode Available | 3 |
| BERGEN: A Benchmarking Library for Retrieval-Augmented Generation | Jul 1, 2024 | BenchmarkingRAG | CodeCode Available | 3 |
| AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents | Oct 31, 2024 | Benchmarking | CodeCode Available | 3 |
| Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning | Jan 26, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents | Jun 10, 2024 | Benchmarkingscientific discovery | CodeCode Available | 3 |
| A Unified Framework for Rank-based Evaluation Metrics for Link Prediction in Knowledge Graphs | Mar 14, 2022 | BenchmarkingGraph Embedding | CodeCode Available | 3 |
