Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1765 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Aspect-based Sentiment Analysis | SemEval Restaurant 2014 (All) | 19 | Feb 26, 2026 | ||
| Node Classification | Film (10 splits) | 19 | Feb 26, 2026 | ||
| Named Entity Recognition | CoNLL English 2003 (val) | 19 | Feb 26, 2026 | ||
| Novel View Synthesis | Forward-facing scenes | 19 | Feb 26, 2026 | ||
| Open-domain question answering | Natural Questions | 19 | Feb 27, 2026 | ||
| Open-domain question answering | TriviaQA | 19 | Feb 27, 2026 | ||
| Open-set knowledge retrieval | KAMEL | 19 | Feb 27, 2026 | ||
| Open-set knowledge retrieval | Google RE (UHN) | 19 | Feb 27, 2026 | ||
| Open-set knowledge retrieval | Google RE (All) | 19 | Feb 27, 2026 | ||
| Open-set knowledge retrieval | T-REx (Hard) | 19 | Feb 27, 2026 | ||
| Open-set knowledge retrieval | T-REx (UHN) | 19 | Feb 27, 2026 | ||
| Open-set knowledge retrieval | T-REx (All) | 19 | Feb 27, 2026 | ||
| Text-to-image synthesis evaluation (Human Correlation - Overall) | PaintSkills | 19 | Feb 26, 2026 | ||
| Text-to-image synthesis evaluation (Human Correlation - Overall) | DrawBench | 19 | Feb 26, 2026 | ||
| Object Classification | ScanObjectNN PB_T50_RS v1.0 | 19 | Feb 26, 2026 | ||
| Information Retrieval | TREC DL 2019 (test) | 19 | May 15, 2026 | ||
| Anomaly Detection | CAD-SD (test) | 19 | Feb 26, 2026 | ||
| Knowledge Graph Reasoning | FB15k-237 | 19 | Jun 18, 2026 | ||
| Question Answering | RACE-C | 19 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1k V2 (test) | 19 | Feb 26, 2026 | ||
| Depth Estimation | Gated Stereo Day 1.0 (test) | 19 | Feb 26, 2026 | ||
| Depth Estimation | Gated Stereo Night 1.0 (test) | 19 | Feb 26, 2026 | ||
| Text-to-video Retrieval | Charades (test) | 19 | Feb 26, 2026 | ||
| Node Classification | Cora (test) | 19 | Feb 26, 2026 | ||
| Generalized Few-Shot Semantic Segmentation | COCO 20^i (test) | 19 | Feb 26, 2026 |