Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1685 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | MNIST regular i.i.d. (test) | 20 | Feb 26, 2026 | ||
| Graph Classification | DD TUDataset | 20 | Feb 26, 2026 | ||
| Ground-state energy calculation | Small molecules | 20 | Feb 26, 2026 | ||
| Formation energy prediction | Materials Project (test) | 20 | Feb 26, 2026 | ||
| Speech Separation | WHAMR! | 20 | Feb 26, 2026 | ||
| Image Deblurring | RealBlur-J alpha = 20 | 20 | Feb 26, 2026 | ||
| Gaussian Denoising | fastMRI (test) | 20 | Feb 26, 2026 | ||
| Gaussian Denoising | MRI Dataset (test) | 20 | Feb 26, 2026 | ||
| 3D Hand-Object Interaction | HO3D v2 (test) | 20 | Feb 26, 2026 | ||
| Multimodal Humor Explanation | MemeCap, New Yorker, and YesBut Average | 20 | Feb 26, 2026 | ||
| Multimodal Humor Explanation | YesBut | 20 | Feb 26, 2026 | ||
| Multimodal Humor Explanation | New Yorker | 20 | Feb 26, 2026 | ||
| Multimodal Humor Explanation | MemeCap | 20 | Feb 26, 2026 | ||
| Autonomous Driving Planning | Navsim (test) | 20 | Jul 1, 2026 | ||
| Real-world Understanding | MME-RealWorld EN | 20 | Feb 27, 2026 | ||
| Eye Tracking | 3ET+ CVPR AIS Challenge 2024 | 20 | Feb 26, 2026 | ||
| Instance Segmentation | MitoEM Human -> Rat R (test) | 20 | Feb 26, 2026 | ||
| Segmentation | BTCV (100% labels) | 20 | Jun 2, 2026 | ||
| Pulmonary Segmentation | LUNA16 100% labels | 20 | Jun 2, 2026 | ||
| Pulmonary Segmentation | LUNA16 (10% labels) | 20 | Jun 2, 2026 | ||
| Machine Unlearning | CIFAR-10 50% forget set | 20 | Feb 26, 2026 | ||
| Machine Unlearning | CIFAR-100 (50% forget set) | 20 | Feb 26, 2026 | ||
| Machine Unlearning | MUFAC 10% unlearning (train) | 20 | Feb 26, 2026 | ||
| Machine Unlearning | CIFAR-100 10% unlearning (train) | 20 | Feb 26, 2026 | ||
| Machine Unlearning | Tiny-ImageNet (TinyIN) 10% unlearning (train) | 20 | Feb 26, 2026 |