| Benchopt: Reproducible, efficient and collaborative optimization benchmarks | Jun 27, 2022 | Benchmarkingimage-classification | CodeCode Available | 4 |
| RecBole 2.0: Towards a More Up-to-Date Recommendation Library | Jun 15, 2022 | BenchmarkingData Augmentation | CodeCode Available | 4 |
| Benchmarking Graphormer on Large-Scale Molecular Modeling Datasets | Mar 9, 2022 | BenchmarkingGraph Regression | CodeCode Available | 4 |
| TabArena: A Living Benchmark for Machine Learning on Tabular Data | Jun 20, 2025 | Benchmarking | CodeCode Available | 3 |
| ANIRA: An Architecture for Neural Network Inference in Real-Time Audio Applications | Jun 14, 2025 | Benchmarking | CodeCode Available | 3 |
| ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation | May 24, 2025 | BenchmarkingChart Understanding | CodeCode Available | 3 |
| IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models | May 22, 2025 | BenchmarkingInstruction Following | CodeCode Available | 3 |
| AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models | May 22, 2025 | BenchmarkingFairness | CodeCode Available | 3 |
| OmniGenBench: A Modular Platform for Reproducible Genomic Foundation Models Benchmarking | May 20, 2025 | Benchmarking | CodeCode Available | 3 |
| Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking | May 16, 2025 | BenchmarkingManagement | CodeCode Available | 3 |
| The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization | May 9, 2025 | Benchmarking | CodeCode Available | 3 |
| REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites | Apr 15, 2025 | Autonomous Web NavigationBenchmarking | CodeCode Available | 3 |
| StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs | Mar 26, 2025 | Benchmarking | CodeCode Available | 3 |
| SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language Pretraining | Mar 23, 2025 | 3DGSBenchmarking | CodeCode Available | 3 |
| Robust Latent Matters: Boosting Image Generation with Sampling Error | Mar 11, 2025 | BenchmarkingImage Generation | CodeCode Available | 3 |
| nnInteractive: Redefining 3D Promptable Segmentation | Mar 11, 2025 | BenchmarkingInteractive Segmentation | CodeCode Available | 3 |
| OpenTAD: A Unified Framework and Comprehensive Study of Temporal Action Detection | Feb 27, 2025 | Action DetectionBenchmarking | CodeCode Available | 3 |
| BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction | Feb 26, 2025 | BenchmarkingTime Series | CodeCode Available | 3 |
| ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks | Feb 7, 2025 | Benchmarking | CodeCode Available | 3 |
| MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents | Jan 24, 2025 | Benchmarking | 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 |
| Caravan MultiMet: Extending Caravan with Multiple Weather Nowcasts and Forecasts | Nov 14, 2024 | Benchmarking | CodeCode Available | 3 |
| General Geospatial Inference with a Population Dynamics Foundation Model | Nov 11, 2024 | BenchmarkingGraph Neural Network | CodeCode Available | 3 |
| Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent | Nov 5, 2024 | BenchmarkingHallucination | CodeCode Available | 3 |
| AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents | Oct 31, 2024 | Benchmarking | CodeCode Available | 3 |
