Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1008 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Long-context reasoning | OOL-Pairs | 27 | Mar 23, 2026 | ||
| Long-context reasoning | OOLONG | 27 | Mar 23, 2026 | ||
| Long-context retrieval | S-NIAH | 27 | Mar 23, 2026 | ||
| Coding Question Answering | CodeQA | 27 | Mar 23, 2026 | ||
| Long-context reasoning (Pairs) | OOL-Pairs | 27 | Mar 23, 2026 | ||
| Semantic Needle-In-A-Haystack | S-NIAH | 27 | Mar 23, 2026 | ||
| Yes/No Question Answering | Quilt-VQA | 27 | Mar 23, 2026 | ||
| Node Classification | WikiCS | 27 | May 13, 2026 | ||
| Multiple-choice Question Answering | MMLU zero-shot (test) | 27 | May 25, 2026 | ||
| Multimodal Reasoning | MMMU | 27 | May 28, 2026 | ||
| Mathematical Reasoning | HMMT Feb25 | 27 | May 11, 2026 | ||
| Visual Agentic Reasoning | Sokoban | 27 | May 6, 2026 | ||
| Spatio-temporal reasoning | V-STAR (test) | 27 | Jun 24, 2026 | ||
| Few-shot Action Recognition | HMDB51 5-shot | 27 | Mar 20, 2026 | ||
| Few-shot Action Recognition | UCF101 5-shot | 27 | Mar 20, 2026 | ||
| Few-shot Action Recognition | Kinetics 5-shot | 27 | Mar 20, 2026 | ||
| Information Retrieval | DBPedia-Entity BEIR | 27 | Jun 11, 2026 | ||
| Information Retrieval | TREC-COVID BEIR | 27 | Jun 11, 2026 | ||
| Bus holding control | Simulated bidirectional bus corridor sigma_test = 2.0 1.0 (test) | 27 | Mar 20, 2026 | ||
| Bus holding control | Simulated bidirectional bus corridor sigma_test = 1.5 1.0 (test) | 27 | Mar 20, 2026 | ||
| Bus holding control | Simulated bidirectional bus corridor sigma 1.0 (test) | 27 | Mar 20, 2026 | ||
| Backdoor Defense | Short Prompt Dataset | 27 | Mar 19, 2026 | ||
| Science Reasoning | GPQA | 27 | Apr 16, 2026 | ||
| Visual Grounding | VIEW2SPACE v1 | 27 | Mar 18, 2026 | ||
| Visual Counting | VIEW2SPACE v1 | 27 | Mar 18, 2026 |