Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1770 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Survival Prediction | CRC (Colon & Rectal) TCGA (cross-validated) | 19 | Feb 26, 2026 | ||
| Image Retrieval | CIFAR100 General Setup (test) | 19 | Feb 26, 2026 | ||
| Identifying mislabeling of Labeling Functions | DomainNet infograph | 19 | Feb 26, 2026 | ||
| Identifying mislabeling of Labeling Functions | DomainNet sketch | 19 | Feb 26, 2026 | ||
| Identifying mislabeling of Labeling Functions | DomainNet real | 19 | Feb 26, 2026 | ||
| Classification | SHREC 11 (test) | 19 | Mar 4, 2026 | ||
| Image-to-Image Translation | BCI | 19 | Jun 24, 2026 | ||
| Model Inversion Defense | CIFAR-100 (test) | 19 | Feb 26, 2026 | ||
| Indoor Object Detection | SUN RGB-D (test) | 19 | Feb 26, 2026 | ||
| Object Detection | DIOR official (test) | 19 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes 1/8 subset (val) | 19 | Feb 26, 2026 | ||
| Long-tailed Image Classification | CIFAR100-LT IF 50 (test) | 19 | Feb 26, 2026 | ||
| Polyp Segmentation | CVC300 | 19 | Feb 26, 2026 | ||
| Image Classification | ImageNet 1K (test val) | 19 | Feb 26, 2026 | ||
| Classification | VisDA 2017 (test) | 19 | Feb 26, 2026 | ||
| Unsupervised Domain Adaptation Classification | ImageCLEF 2014 (test) | 19 | Feb 26, 2026 | ||
| Relation Extraction | Wiki-NRE | 19 | Mar 23, 2026 | ||
| Audio-visual Zero-Shot Classification | ActivityNet GZSL cls (test) | 19 | Feb 27, 2026 | ||
| Audio-visual Zero-Shot Classification | UCF GZSL cls (test) | 19 | Feb 27, 2026 | ||
| Dialogue Generation | Wizard of Wikipedia (WoW) (dev) | 19 | Feb 26, 2026 | ||
| Named Entity Recognition | MasakhaNER (test) | 19 | Feb 26, 2026 | ||
| Referring Image Segmentation | G-Ref UMD partition (test) | 19 | Apr 2, 2026 | ||
| Person Re-identification | Market-1501 original (test) | 19 | Feb 26, 2026 | ||
| Group Activity Recognition | Volleyball dataset | 19 | Feb 26, 2026 | ||
| Group Activity Recognition | NBA (test) | 19 | Apr 7, 2026 |