Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 660 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Node Classification | Cora (full-supervised) | 36 | Jun 11, 2026 | ||
| Graph Classification | DrugOOD Ki-Sca (Scaffold-based OOD shift) | 36 | Feb 26, 2026 | ||
| Graph Classification | DrugOOD EC50 (Scaffold-based OOD shift) | 36 | Feb 26, 2026 | ||
| Anomaly Detection | ADGym | 36 | Feb 26, 2026 | ||
| Selective Unlearning | Lacuna-10 (test) | 36 | Feb 26, 2026 | ||
| Anomaly Detection | MVTec LOCO | 36 | Jun 30, 2026 | ||
| Episodic multi-task classification | DomainNet meta (test) | 36 | Feb 26, 2026 | ||
| Episodic multi-task classification | Office-Home meta (test) | 36 | Feb 26, 2026 | ||
| Multi-hop Question Answering | 2WikiMultiHopQA (dev) | 36 | Jun 30, 2026 | ||
| Image Classification | SVHN (test) | 36 | Feb 26, 2026 | ||
| Age Estimation | UTKFace (test) | 36 | Feb 26, 2026 | ||
| Person Re-Identification | LTCC | 36 | Jun 2, 2026 | ||
| OOD Detection | CIFAR-100 ID Average (OOD) | 36 | Feb 26, 2026 | ||
| Object Detection | DIOR (test) | 36 | May 26, 2026 | ||
| Semantic Segmentation | KITTI-360 (val) | 36 | Feb 26, 2026 | ||
| Image Classification | CIFAR-100 IDN | 36 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 IDN | 36 | Feb 26, 2026 | ||
| Segmentation | Duke (5-fold cross-validation) | 36 | Feb 26, 2026 | ||
| Image Classification | EMNIST-L (test) | 36 | Feb 26, 2026 | ||
| Lung nodule malignancy prediction | NLST (test) | 36 | Mar 18, 2026 | ||
| Named Entity Recognition | MIT Movie (target) | 36 | Feb 26, 2026 | ||
| Factual Consistency Evaluation | SummEval | 36 | Feb 26, 2026 | ||
| Object Detection | Gen1 (test) | 36 | Jun 17, 2026 | ||
| Human Evaluation | ESConv | 36 | Apr 3, 2026 | ||
| Topic Classification | Yahoo (test) | 36 | Feb 26, 2026 |