Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1203 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Long-form generation | 1D-DiffTask most OOD | 24 | Apr 14, 2026 | ||
| Long-form generation | DiffTask OOD | 24 | Apr 14, 2026 | ||
| Long-form generation | Long-form generation datasets 1D-SameTask - OOD | 24 | Apr 14, 2026 | ||
| Long-form generation | Long-form generation datasets LOO - near OOD | 24 | Apr 14, 2026 | ||
| Short-form generation | Short-form generation datasets 1D-DiffTask most OOD | 24 | Apr 14, 2026 | ||
| Short-form generation | DiffTask OOD | 24 | Apr 14, 2026 | ||
| Short-form generation | Short-form generation datasets 1D-SameTask - OOD | 24 | Apr 14, 2026 | ||
| Short-form generation | Short-form generation datasets LOO - near OOD | 24 | Apr 14, 2026 | ||
| Text Classification | SST-2 | 24 | Apr 14, 2026 | ||
| Open-set Object Detection | Cityscapes to BDD100k 5 novel categories | 24 | Apr 14, 2026 | ||
| Open-set Object Detection | Cityscapes to BDD100k 4 novel categories | 24 | Apr 14, 2026 | ||
| Open-set Object Detection | Cityscapes to BDD100k 3 novel categories | 24 | Apr 14, 2026 | ||
| Regression | Biomassters (All labels) | 24 | Apr 14, 2026 | ||
| Regression | Biomassters (30% labels) | 24 | Apr 14, 2026 | ||
| Regression | Biomassters (1% labels) | 24 | Apr 14, 2026 | ||
| Semantic Segmentation | PASTIS-R (All labels) | 24 | Apr 14, 2026 | ||
| Semantic Segmentation | PASTIS-R (30% labels) | 24 | Apr 14, 2026 | ||
| Semantic Segmentation | PASTIS-R (1% labels) | 24 | Apr 14, 2026 | ||
| Federated Multiple Client Unlearning | CIFAR-100 Non-IID 10 Clients | 24 | Apr 14, 2026 | ||
| Modeling Attack | Simulated CRPs | 24 | Apr 14, 2026 | ||
| Image Denoising | ICVL | 24 | Apr 14, 2026 | ||
| Vascular Image Segmentation | FBS-DSCA | 24 | Apr 14, 2026 | ||
| Vascular Image Segmentation | FBS-DIAS | 24 | Apr 14, 2026 | ||
| Vascular Image Segmentation | FTS-OCT | 24 | Apr 14, 2026 | ||
| Vascular Image Segmentation | FVS-ORVS | 24 | Apr 14, 2026 |