Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1212 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Anomaly Reasoning | MVTec-COT (test) | 24 | Mar 31, 2026 | ||
| Future-aligned research proposal prediction | future corpus of ML papers (test) | 24 | Mar 31, 2026 | ||
| Markdown Feature Frequency Analysis | Suppression Test Corpus LLM generations | 24 | Mar 31, 2026 | ||
| Relearn Attack | MUSE-News | 24 | Mar 31, 2026 | ||
| Unlearning | MUSE-Books 1.0 (test) | 24 | Mar 31, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 24 | Mar 31, 2026 | ||
| Question Answering | 15 Domain-Specific Knowledge Tasks (test) | 24 | Mar 31, 2026 | ||
| Safety Alignment | WildJailbreak | 24 | Apr 7, 2026 | ||
| Medical Question Answering | MedBullets (test) | 24 | Jun 26, 2026 | ||
| Object Detection | KITTI fog (150m severity) | 24 | Mar 30, 2026 | ||
| Object Detection | KITTI fog (75m severity) | 24 | Mar 30, 2026 | ||
| Object Detection | KITTI fog (50m severity) | 24 | Mar 30, 2026 | ||
| Object Detection | COCO | 24 | Jul 8, 2026 | ||
| 3D Instance Segmentation | Replica | 24 | Apr 15, 2026 | ||
| Image Classification | Cassava Leaf Disease | 24 | Mar 31, 2026 | ||
| Relation Extraction | MIMICause (test) | 24 | Mar 30, 2026 | ||
| Infrared Small Target Detection | NUDT-MIRSDT HiNo | 24 | Mar 30, 2026 | ||
| Infrared Small Target Detection | NUDT-MIRSDT | 24 | Mar 30, 2026 | ||
| Infrared Small Target Detection | NUDT-MIRSDT SNR ≤ 3 | 24 | Mar 30, 2026 | ||
| Jailbreak Attack | ASR Benchmark | 24 | Mar 27, 2026 | ||
| Language Understanding and Common Sense Reasoning | Zero-shot Evaluation Suite (PIQA, ARC-C, ARC-E, HellaS, WinoG, BoolQ, LAMBADA, C4) | 24 | Mar 27, 2026 | ||
| Image Classification | CIFAR-100 (test) | 24 | Mar 27, 2026 | ||
| Solving partial differential equations | 4D Allen-Cahn equation a=15 d=4 | 24 | Mar 27, 2026 | ||
| Context window selection | RDB PDEBench full-oracle case-level | 24 | Mar 27, 2026 | ||
| Context window selection | DiffReact PDEBench (full-oracle case-level) | 24 | Mar 27, 2026 |