Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 912 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Mathematical Reasoning | GSM8K | 29 | Feb 26, 2026 | ||
| Multimodal Reasoning | MMStar | 29 | Feb 26, 2026 | ||
| Preference evaluation | ImageReward | 29 | Jun 23, 2026 | ||
| Error Detection | Food101 | 29 | Mar 18, 2026 | ||
| Low-light Image Enhancement | Sony-Total-Dark | 29 | May 20, 2026 | ||
| Spatial Reasoning | MMSI-Bench (test) | 29 | Feb 26, 2026 | ||
| Sexism Detection | EDOS SemEval Task 10 Task B 2023 (test) | 29 | Feb 26, 2026 | ||
| General Knowledge Evaluation | MMMLU | 29 | Feb 26, 2026 | ||
| Multiple Choice Question Answering | MCQA | 29 | Jul 7, 2026 | ||
| Long-context evaluation | RULER 128k | 29 | Feb 26, 2026 | ||
| Reasoning | MGSM | 29 | Jun 2, 2026 | ||
| Text Simplification | WikiAuto | 29 | Apr 8, 2026 | ||
| Counterfactual Generation | SST2 (test) | 29 | Feb 26, 2026 | ||
| Counterfactual Generation | AG News (test) | 29 | Feb 26, 2026 | ||
| Code Generation | MBPP | 29 | Feb 26, 2026 | ||
| Scientific Reasoning | ARC | 29 | Feb 26, 2026 | ||
| Semantic Segmentation | ADE20K-150 (test) | 29 | Feb 26, 2026 | ||
| Spatiotemporal Video Super-Resolution | BS-ERGB | 29 | Feb 26, 2026 | ||
| Long-term forecasting | ETTm2 T=720 | 29 | May 12, 2026 | ||
| Long-term forecasting | ETTm2 T=192 | 29 | Jun 1, 2026 | ||
| Long-term forecasting | ETTm1 T=720 | 29 | May 12, 2026 | ||
| Pair-wise comparison | RewardBench | 29 | Mar 5, 2026 | ||
| Few-shot Image Classification | StanfordCars (test) | 29 | Feb 26, 2026 | ||
| Image Classification | Zero-shot Evaluation Suite (Food-101, CIFAR-10, CIFAR-100, SUN397, Stanford Cars, FGVC Aircraft, DTD, Oxford-IIIT Pets, Caltech-101, Flowers102, ImageNet-1K) various (test) | 29 | Feb 26, 2026 | ||
| Text-to-Image Generation | Parti-Prompts (test) | 29 | May 7, 2026 |