Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1617 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Cityscapes | 20 | Feb 26, 2026 | ||
| Semantic Segmentation | vKITTI 2 | 20 | Feb 26, 2026 | ||
| Rain Removal | Rain 0.5 | 20 | Feb 26, 2026 | ||
| Image Classification | COVID 4-way 5-shot (test) | 20 | Feb 26, 2026 | ||
| Image Classification | COVID 4-way 1-shot (test) | 20 | Feb 26, 2026 | ||
| Image Classification | Brain Tumor MRI 4-way 5-shot (test) | 20 | Feb 26, 2026 | ||
| Image Classification | Brain Tumor MRI 1-shot 4-way (test) | 20 | Feb 26, 2026 | ||
| Image Classification | XJTU Meningioma 5-shot 4-way (test) | 20 | Feb 26, 2026 | ||
| Image Classification | XJTU Meningioma 4-way 1-shot (test) | 20 | Feb 26, 2026 | ||
| Planning Oriented E2E Autonomous Driving | NAVSIM V2 (Navtest) | 20 | Mar 30, 2026 | ||
| Node Classification | Photo | 20 | Mar 18, 2026 | ||
| Imbalanced Classification | 27 imbalanced datasets | 20 | Feb 26, 2026 | ||
| Robotic motion control (Run task) | Car-Run | 20 | Feb 26, 2026 | ||
| Robotic motion control (Circle task) | Car-Circle | 20 | Feb 26, 2026 | ||
| Robotic motion control (Run task) | Ball-Run | 20 | Feb 26, 2026 | ||
| Robotic motion control (Circle task) | Ball-Circle | 20 | Feb 26, 2026 | ||
| Question Answering | 2WQA, HPQA, PopQA, and CWQ (test) | 20 | Feb 26, 2026 | ||
| Mathematical Reasoning | MATH Minerva | 20 | Feb 26, 2026 | ||
| Mathematical Reasoning | AIME 2025 | 20 | Feb 26, 2026 | ||
| Mathematical Reasoning | AIME 2024 | 20 | Feb 26, 2026 | ||
| Code Generation | MBPP | 20 | Feb 26, 2026 | ||
| Multi-task Language Understanding | MMLU | 20 | Feb 26, 2026 | ||
| CTR prediction | Amazon-Review Automotive (test) | 20 | Feb 26, 2026 | ||
| CTR prediction | Amazon-Review Beauty (test) | 20 | Feb 26, 2026 | ||
| CTR prediction | Amazon-Review Appliances (test) | 20 | Feb 26, 2026 |