Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 580 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Pansharpening | GaoFen-2 (GF2) full-resolution | 39 | Feb 26, 2026 | ||
| Failure Detection | CIFAR100 vs. SVHN | 39 | Feb 26, 2026 | ||
| Out-of-Distribution Detection | CIFAR100 | 39 | Feb 26, 2026 | ||
| Failure Detection | CIFAR100 (test) | 39 | Feb 26, 2026 | ||
| Continual Learning | ImageNet-R | 39 | May 12, 2026 | ||
| Delta-presence Evaluation | protein real-world (train) | 39 | Feb 26, 2026 | ||
| DCR Evaluation | protein | 39 | Feb 26, 2026 | ||
| Molecular property prediction | MOLHIV | 39 | May 25, 2026 | ||
| Survival Analysis | TCGA BLCA (test) | 39 | Jun 4, 2026 | ||
| Document Understanding | DocVQA (test) | 39 | Feb 26, 2026 | ||
| Time-series forecasting | Metr-la | 39 | Feb 26, 2026 | ||
| Open-domain Question Answering | NQ (test) | 39 | May 29, 2026 | ||
| Multi-image reasoning | Mantis (test) | 39 | Feb 26, 2026 | ||
| Audio Deepfake Detection | ASVspoof 2021 | 39 | Apr 16, 2026 | ||
| Monocular Depth Estimation | iBims-1 | 39 | Apr 23, 2026 | ||
| Single-source sound localization | VGGSound single-source (test) | 39 | Apr 10, 2026 | ||
| Membership Inference Attack | CIFAR100 | 39 | Apr 1, 2026 | ||
| Summarization | Summarization | 39 | Apr 21, 2026 | ||
| Shadow Removal | ISTD+ | 39 | Apr 21, 2026 | ||
| Composed Image Retrieval (Image-Text to Image) | FashionIQ | 39 | May 26, 2026 | ||
| Category-Agnostic Pose Estimation | MP-100 (Split 1) | 39 | May 14, 2026 | ||
| Machine Translation | WMT En-Ro 2016 (test) | 39 | Feb 27, 2026 | ||
| Object Detection | FSOD | 39 | Feb 26, 2026 | ||
| Commonsense Reasoning | XStoryCloze | 39 | Apr 23, 2026 | ||
| Robotic Manipulation | Franka-Kitchen | 39 | Apr 14, 2026 |