Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1303 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Top-K Recommendation | Amazon Electronics | 23 | Mar 31, 2026 | ||
| Top-K Recommendation | Amazon Books | 23 | Mar 31, 2026 | ||
| Lineart Colorization | Lineart Colorization 900 samples (test) | 23 | Mar 31, 2026 | ||
| Vision-Language Perception and Reasoning | MMStar | 23 | May 26, 2026 | ||
| Retrieval-based Question Answering | ChatDoctor | 23 | Jun 24, 2026 | ||
| Out-of-Distribution Detection | ImageNet-1k Near-OOD | 23 | Apr 20, 2026 | ||
| Hyperspectral Image Classification | Houston 10% 2013 (train) | 23 | Apr 28, 2026 | ||
| Frame-level Deepfake Detection | Celeb-DF v1 | 23 | Apr 21, 2026 | ||
| Mathematical Reasoning | OlympiadBench | 23 | Apr 28, 2026 | ||
| OOD Detection | SUN397 | 23 | Apr 14, 2026 | ||
| Referring Expression Segmentation | RefCOCO-g UMD partition (test) | 23 | Mar 26, 2026 | ||
| Referring Expression Segmentation | RefCOCO-g UMD partition (val) | 23 | Mar 26, 2026 | ||
| Referring Expression Segmentation | RefCOCO+ UMD partition (test B) | 23 | Mar 26, 2026 | ||
| Referring Expression Segmentation | RefCOCO+ UMD partition (test A) | 23 | Mar 26, 2026 | ||
| Referring Expression Segmentation | RefCOCO UMD partition (test B) | 23 | Mar 26, 2026 | ||
| Relighting | NRHints (test) | 23 | Apr 16, 2026 | ||
| Task Planning | EB-Habitat Long | 23 | Apr 21, 2026 | ||
| Task Planning | EB-ALFRED (Long) | 23 | Apr 21, 2026 | ||
| Product Classification | Fashion200K | 23 | Apr 2, 2026 | ||
| Mutation Killing | RE | 23 | Mar 25, 2026 | ||
| Forecasting | Hog | 23 | Jun 5, 2026 | ||
| Forecasting | bull | 23 | Jun 5, 2026 | ||
| Clustering | Wiki | 23 | May 28, 2026 | ||
| Semantic Segmentation | Surveillance mixture RainSnow, MTID/Drone, GRAM-RTM/M-30-HD, UT/Sherbrooke | 23 | Mar 25, 2026 | ||
| Mathematical Reasoning | RBench-V Math | 23 | Jun 2, 2026 |