Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 136 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Object Detection | Cityscapes Adaptation from SIM-10k (val) | 97 | Feb 26, 2026 | ||
| Video Retrieval | UCF101 (1) | 97 | Mar 31, 2026 | ||
| Human Pose Estimation | PoseTrack 2018 (val) | 97 | Mar 9, 2026 | ||
| Partial Domain Adaptation | Office-Home | 97 | Feb 26, 2026 | ||
| Image Retrieval | Oxford5k (test) | 97 | Feb 26, 2026 | ||
| Scene Classification | Places-205 (val) | 97 | Feb 26, 2026 | ||
| Image Classification | PCam (test) | 97 | Jun 9, 2026 | ||
| Person Re-Identification | MSMT17 source: DukeMTMC-reID (test) | 97 | Mar 17, 2026 | ||
| Question Answering | GPQA Diamond | 97 | Apr 8, 2026 | ||
| Mathematical Reasoning | OlympiadBench Math | 97 | Jun 9, 2026 | ||
| Multi-task Linear Regression (Global Parameter Estimation) | Synthetic Multi-task Linear Regression (n=d=50, ε=0.2) (test) | 96 | Jul 7, 2026 | ||
| Online Bin Packing | Online Bin Packing Uniform, Normal, Lognormal, Exponential, Triangular (OOD test) | 96 | Jul 1, 2026 | ||
| Equilibrium Computation | Polymatrix Games | 96 | Jun 23, 2026 | ||
| Social Welfare Maximization | Synthetic Polymatrix Games | 96 | Jun 23, 2026 | ||
| Prognostic Classification | Prostate | 96 | Jun 19, 2026 | ||
| Audio Watermarking | VCTK, LibriSpeech, and LJSpeech (test) | 96 | Jun 11, 2026 | ||
| FOND Planning | FOND Planning Domains Acrobatics, Beam-walk, Blocksworld, etc. | 96 | Jun 4, 2026 | ||
| Automated Planning | Planning Problems 1.0GiB RAM limit | 96 | Jun 2, 2026 | ||
| Targeted Black-box Adversarial Attack | ImageNet | 96 | Jun 1, 2026 | ||
| Non-targeted Black-box Adversarial Attack | ImageNet | 96 | Jun 1, 2026 | ||
| Semantic Segmentation | ADE20K 52 (val) | 96 | May 26, 2026 | ||
| Dishonesty Evaluation | Mistake math (test) | 96 | May 21, 2026 | ||
| Image Classification | Fashion-MNIST Non-IID (test) | 96 | May 8, 2026 | ||
| Node Classification | PUBMED | 96 | May 8, 2026 | ||
| Node Classification | CORA | 96 | May 8, 2026 |