Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1610 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image-based Retrieval | MBE benchmark | 20 | Mar 4, 2026 | ||
| Domain Generalization | ImageNet Sketch, R, A V2 | 20 | May 14, 2026 | ||
| Language Understanding | MMLU | 20 | Mar 4, 2026 | ||
| Object Detection | HumanART | 20 | Mar 4, 2026 | ||
| Short-text Clustering | Massive (test) | 20 | Feb 27, 2026 | ||
| Short-text Clustering | Mtop (test) | 20 | Feb 27, 2026 | ||
| Symbolic Reconstruction | Synthetic Data Interact Mode (test) | 20 | Feb 27, 2026 | ||
| Sort Edge | fundamental dynamic graph tasks Level 0 | 20 | Feb 27, 2026 | ||
| Expectation Estimation | Example 1 | 20 | Feb 27, 2026 | ||
| Image Classification | Domain-PCAM | 20 | Feb 27, 2026 | ||
| Scientific Question Answering | GPQA-D | 20 | Feb 27, 2026 | ||
| Dynamic Object Detection | D³ (Full) | 20 | Feb 27, 2026 | ||
| Multimodal Understanding | MMMU | 20 | Mar 4, 2026 | ||
| Online Continual Learning | CIFAR-100 1 (test) | 20 | Feb 27, 2026 | ||
| In-Context Learning | NLP Task Suite (Capitalize, Country-Capital, Present-Past, Singular-Plural, Person-Sport, AG News) (test) | 20 | Feb 27, 2026 | ||
| Image Classification | CIFAR10 | 20 | Feb 27, 2026 | ||
| Hierarchical Text Classification | WOS few-shot | 20 | Feb 27, 2026 | ||
| Out-of-Distribution Detection | CIFAR10 / LSUN | 20 | Feb 27, 2026 | ||
| Pixel-level manipulation detection | MEAN Across datasets | 20 | Feb 27, 2026 | ||
| Character Recognition | CTW | 20 | Feb 27, 2026 | ||
| Robustness Verification | CIFAR-10 epsilon=2/255 (first 200 examples) | 20 | Feb 27, 2026 | ||
| Honesty Evaluation | FActScore v1.0 | 20 | Feb 26, 2026 | ||
| Video Editing | TGVE benchmark | 20 | Apr 21, 2026 | ||
| Symbolic Regression | Feynman Dataset ϵ = 0.0 (test) | 20 | Feb 26, 2026 | ||
| Symbolic Regression | Strogatz Dataset ϵ = 0.0 (test) | 20 | Feb 26, 2026 |