Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2179 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Inverse mapping | 2D Heat Equation 16 x 16 finite element mesh (test) | 16 | May 4, 2026 | ||
| Clustering | Letters | 16 | May 12, 2026 | ||
| Causal Discovery | Synthetic 20 variables, 5 latent | 16 | May 4, 2026 | ||
| Latent Variable Causal Discovery | Synthetic Non-linear misspecification | 16 | May 4, 2026 | ||
| Latent Variable Causal Discovery | Synthetic Non-gaussian misspecification | 16 | May 4, 2026 | ||
| Task-solving | CL-bench (test) | 16 | May 1, 2026 | ||
| Query Performance Prediction | TREC DL'19 and DL'20 (2-fold) | 16 | May 1, 2026 | ||
| Image Inpainting | ImageNet 64x64 (test) | 16 | May 1, 2026 | ||
| Continual Category Discovery | Caltech-101 | 16 | May 1, 2026 | ||
| Continual Category Discovery | TinyImageNet | 16 | May 1, 2026 | ||
| Continual Category Discovery | ImageNet 100 | 16 | May 1, 2026 | ||
| Continual Category Discovery | Stanford Cars | 16 | May 1, 2026 | ||
| Continual Category Discovery | FGVC-Aircraft | 16 | May 1, 2026 | ||
| OOD Detection | ImageNet-1K OOD Benchmarks Overall Average | 16 | Apr 30, 2026 | ||
| OOD Detection | Far-OOD Average | 16 | Apr 30, 2026 | ||
| OOD Detection | Near-OOD Average | 16 | Apr 30, 2026 | ||
| Out-of-Distribution Detection | OpenOOD CIFAR-100 (ID) Places365 (Far-OOD) v1.5 (test) | 16 | Apr 30, 2026 | ||
| Out-of-Distribution Detection | CIFAR-100 (ID) Textures (Far-OOD) OpenOOD v1.5 (test) | 16 | Apr 30, 2026 | ||
| Out-of-Distribution Detection | CIFAR-100 (ID) SVHN (Far-OOD) OpenOOD v1.5 (test) | 16 | Apr 30, 2026 | ||
| Out-of-Distribution Detection | ImageNet-1K vs Textures | 16 | Apr 30, 2026 | ||
| Image-to-Text Retrieval | Polyvore | 16 | Apr 30, 2026 | ||
| Multi-Object Tracking | SpaceAnimal-MOT Fruitfly | 16 | Apr 30, 2026 | ||
| Multi-Object Tracking | SpaceAnimal-MOT Zebrafish | 16 | Apr 30, 2026 | ||
| Offline Multi-objective Optimization | Omnitest | 16 | Apr 30, 2026 | ||
| Human Consistency Evaluation | GenAI-Bench | 16 | May 22, 2026 |