Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1977 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Single Image Reflection Removal | Average (Real20, Objects, Postcard, Wild) (test) | 18 | Feb 26, 2026 | ||
| Link Prediction | Countries S3 | 18 | Feb 26, 2026 | ||
| Link Prediction | Countries S2 | 18 | Feb 26, 2026 | ||
| Link Prediction | Countries S1 | 18 | Feb 26, 2026 | ||
| Image Generation | ImageNet ILSVRC 128x128 2012 (test) | 18 | Feb 26, 2026 | ||
| Facial Expression Recognition | FERG (test) | 18 | Feb 26, 2026 | ||
| Relation Extraction | MUC-6 k<=3 (test) | 18 | Feb 26, 2026 | ||
| Relation Extraction | MUC-6 k<=1 (evaluation) | 18 | Feb 26, 2026 | ||
| Relation Extraction | MUC6 k=0 (evaluation) | 18 | Feb 26, 2026 | ||
| Visual Question Answering | CLEVR-CoGenT Condition B | 18 | Feb 26, 2026 | ||
| Image Retrieval | Paris106k large-scale (test) | 18 | Feb 26, 2026 | ||
| Image Retrieval | Oxford5k original (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | ISIC 2018 (test) | 18 | Feb 26, 2026 | ||
| Video Super-Resolution | Vid4 x4 upscaling (test) | 18 | Feb 26, 2026 | ||
| Overlapping Mention Recognition | GENIA (standard) | 18 | Feb 26, 2026 | ||
| Video Object Segmentation | DAVIS 2016 42 | 18 | Feb 26, 2026 | ||
| Abstractive Summarization | New York Times (test) | 18 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes (val) | 18 | Feb 26, 2026 | ||
| Action Recognition | Something-Something (val) | 18 | Feb 26, 2026 | ||
| Lesion Detection | DeepLesion official (test) | 18 | Feb 26, 2026 | ||
| Hypernym Discovery | SemEval Task 9 English general-purpose subtask 2018 (gold standard evaluation) | 18 | Feb 26, 2026 | ||
| Hypernym discovery | music Gold standard domain-specific (test) | 18 | Feb 26, 2026 | ||
| Hypernym discovery | medical Gold standard domain-specific (test) | 18 | Feb 26, 2026 | ||
| Summarization | DUC 2002 (test) | 18 | Feb 26, 2026 | ||
| Document Modeling | RCV1 v2 (test) | 18 | Feb 26, 2026 |