| Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions | Aug 28, 2023 | BenchmarkingFormation Energy | CodeCode Available | 3 |
| LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot Learning | Jun 5, 2023 | Benchmarking | CodeCode Available | 3 |
| TorchBench: Benchmarking PyTorch with High API Surface Coverage | Apr 27, 2023 | BenchmarkingGPU | CodeCode Available | 3 |
| Highly Accurate Quantum Chemical Property Prediction with Uni-Mol+ | Mar 16, 2023 | BenchmarkingGraph Regression | CodeCode Available | 3 |
| Automatic Intrinsic Reward Shaping for Exploration in Deep Reinforcement Learning | Jan 26, 2023 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| AER: Auto-Encoder with Regression for Time Series Anomaly Detection | Dec 27, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 3 |
| CORL: Research-oriented Deep Offline Reinforcement Learning Library | Oct 13, 2022 | BenchmarkingD4RL | CodeCode Available | 3 |
| Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks | Apr 16, 2022 | BenchmarkingInstruction Following | 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 |
| CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms | Nov 16, 2021 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 3 |
| Personalized Benchmarking with the Ludwig Benchmarking Toolkit | Nov 8, 2021 | BenchmarkingHyperparameter Optimization | CodeCode Available | 3 |
| Benchmarking Multimodal AutoML for Tabular Data with Text Fields | Nov 4, 2021 | AutoMLBenchmarking | CodeCode Available | 3 |
| A Survey on Performance Metrics for Object-Detection Algorithms | Jul 21, 2020 | BenchmarkingObject | CodeCode Available | 3 |
| Benchmarking Automatic Machine Learning Frameworks | Aug 17, 2018 | Automated Feature EngineeringAutoML | CodeCode Available | 3 |
| mlpack 3: a fast, flexible machine learning library | Jun 18, 2018 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 3 |
| DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering | Jul 15, 2025 | BenchmarkingInstruction Following | CodeCode Available | 2 |
| GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph Learning | Jul 4, 2025 | BenchmarkingGraph Generation | CodeCode Available | 2 |
| PocketVina Enables Scalable and Highly Accurate Physically Valid Docking through Multi-Pocket Conditioning | Jun 24, 2025 | BenchmarkingDrug Discovery | CodeCode Available | 2 |
| TAB: Unified Benchmarking of Time Series Anomaly Detection Methods | Jun 22, 2025 | Anomaly DetectionBenchmarking | CodeCode Available | 2 |
| BMFM-RNA: An Open Framework for Building and Evaluating Transcriptomic Foundation Models | Jun 17, 2025 | BenchmarkingLanguage Modeling | CodeCode Available | 2 |
| SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks | Jun 13, 2025 | BenchmarkingLarge Language Model | CodeCode Available | 2 |
| SDialog: A Python Toolkit for Synthetic Dialogue Generation and Analysis | Jun 12, 2025 | BenchmarkingDialogue Generation | CodeCode Available | 2 |
| IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments | Jun 11, 2025 | Benchmarking | CodeCode Available | 2 |
| MegaHan97K: A Large-Scale Dataset for Mega-Category Chinese Character Recognition with over 97K Categories | Jun 5, 2025 | BenchmarkingOptical Character Recognition | CodeCode Available | 2 |
| GSCodec Studio: A Modular Framework for Gaussian Splat Compression | Jun 2, 2025 | Benchmarking | CodeCode Available | 2 |
