Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1527 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Semantic Segmentation | Vaihingen CR-thin | 20 | Jul 3, 2026 | ||
| Multi-task Language Evaluation | 16-task evaluation suite 1B/25B checkpoints (test) | 20 | Jul 3, 2026 | ||
| Few-shot Class-incremental Audio Classification | FSC-89 → NSynth-100 | 20 | Jul 3, 2026 | ||
| Online Editing | VLKEB Sliding Continual Editing | 20 | Jul 3, 2026 | ||
| Interactive Task Solving | WebShop | 20 | Jul 3, 2026 | ||
| Interactive Task Solving | ALFWorld | 20 | Jul 3, 2026 | ||
| Calibration | Cityscapes strong corruption | 20 | Jul 3, 2026 | ||
| Calibration | Cityscapes mild corruption | 20 | Jul 3, 2026 | ||
| Preference Validation | PPE | 20 | Jul 3, 2026 | ||
| Preference Validation | RewardBench 2 | 20 | Jul 3, 2026 | ||
| General Reasoning | MMStar | 20 | Jul 9, 2026 | ||
| Instructional Quality Prediction Correlation | Realistic Pedagogical Discourse Settings | 20 | Jul 3, 2026 | ||
| SAR Image Segmentation | SAR image 1 | 20 | Jul 3, 2026 | ||
| Visual Object Tracking | UAV123 1.0 (test) | 20 | Jul 3, 2026 | ||
| Text-to-Image Fairness Evaluation | Attribute-neutral prompts 8 professions (test) | 20 | Jul 2, 2026 | ||
| Text-to-Video Retrieval | CapERA 1.0 (test) | 20 | Jul 2, 2026 | ||
| Text-to-Video Retrieval | DVTMD 1.0 (test) | 20 | Jul 2, 2026 | ||
| Image Classification | ImageNet | 20 | Jul 2, 2026 | ||
| Image Classification | ImageNet Hard | 20 | Jul 2, 2026 | ||
| Image Classification | Oxford Flowers | 20 | Jul 2, 2026 | ||
| Student writing feedback generation | SEFORA (full corpus) | 20 | Jul 2, 2026 | ||
| Time Series Classification | UEA & UCR Time Series Classification Repository Missing (70%) | 20 | Jul 2, 2026 | ||
| Time Series Classification | UEA & UCR Repository Missing (50%) | 20 | Jul 2, 2026 | ||
| Time Series Classification | UEA & UCR Time Series Classification Repository 30 datasets Missing (30%) | 20 | Jul 2, 2026 | ||
| Time Series Classification | UEA & UCR Time Series Classification Repository Regular | 20 | Jul 2, 2026 |