Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2087 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Regression | Boston | 17 | Apr 1, 2026 | ||
| Image Clustering | Tiny-ImageNet-200 | 17 | Feb 26, 2026 | ||
| Controllable Language Generation | -ve Sentiment Pointwise Constraint | 17 | Feb 26, 2026 | ||
| multiclass classification | iWildCam WILDS 2.0 (OOD) | 17 | Feb 26, 2026 | ||
| Text Classification | SST-2 (test) | 17 | Feb 26, 2026 | ||
| Top-m Identification (m=3) | Unstructured instances K=40 | 17 | Feb 26, 2026 | ||
| Mathematical Information Retrieval | NTCIR Wiki-Formula 12 | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | ImageNet-S (test) | 17 | Feb 26, 2026 | ||
| Image Classification | ImageNet-S 1.0 (test) | 17 | Feb 26, 2026 | ||
| Node classification | ogbn-products v1 (val) | 17 | Feb 26, 2026 | ||
| Image Generation | MNIST (test) | 17 | May 14, 2026 | ||
| Entity Matching | DS (test) | 17 | Feb 26, 2026 | ||
| Entity Matching | AB (test) | 17 | Feb 26, 2026 | ||
| Graph Classification | DD size shift (test) | 17 | Feb 26, 2026 | ||
| Graph Classification | PROTEINS size shift (test) | 17 | Feb 26, 2026 | ||
| Graph Classification | NCI109 size shift (test) | 17 | Feb 26, 2026 | ||
| Graph Classification | NCI1 size shift (test) | 17 | Feb 26, 2026 | ||
| Multi-label classification | NUS-WIDE 81 unseen labels (test) | 17 | Feb 26, 2026 | ||
| Vision-and-Language Navigation | VLN-CE (test-unseen) | 17 | Feb 26, 2026 | ||
| Video Panoptic Segmentation | VIPSeg-VPS (val) | 17 | Feb 26, 2026 | ||
| Domain Generalization | Camelyon17-WILDS | 17 | Feb 26, 2026 | ||
| Text-to-Video Retrieval | MSR-VTT 1K-A 10K (test) | 17 | Feb 26, 2026 | ||
| Sound Source Localization | Flickr SoundNet 10k (test) | 17 | Feb 26, 2026 | ||
| Question Generation | Fairytale QA | 17 | Feb 26, 2026 | ||
| OOD Detection | TinyImageNet | 17 | Feb 26, 2026 |