Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1031 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Node Classification | IMDB HGB (test) | 27 | Feb 26, 2026 | ||
| Node Classification | DBLP HGB (test) | 27 | Feb 26, 2026 | ||
| Polyp Segmentation | Kvasir-SEG 100 random images | 27 | Feb 26, 2026 | ||
| Image Retrieval | Stanford Online Products (SOP) standard (test) | 27 | Feb 26, 2026 | ||
| Generative Modeling Evaluation | ImageNet 256x256 | 27 | Feb 26, 2026 | ||
| Bag-level classification | Camelyon16 | 27 | Feb 26, 2026 | ||
| Image-to-Text Retrieval | UCM (test) | 27 | Feb 26, 2026 | ||
| Text-to-Image Retrieval | UCM (test) | 27 | Feb 26, 2026 | ||
| Skin lesion classification | ISIC 2019 | 27 | Feb 26, 2026 | ||
| 3D Object Detection | Waymo Open Dataset (WOD) (val) | 27 | Feb 26, 2026 | ||
| Controllable Text Generation | IMDb (test) | 27 | Feb 26, 2026 | ||
| Conversation | INSPIRED | 27 | Feb 26, 2026 | ||
| Text Classification | IMDB (test) | 27 | Feb 26, 2026 | ||
| 5-way 5-shot classification | mini-ImageNet | 27 | Feb 26, 2026 | ||
| No-Reference Image Quality Assessment | LIVE-IQA | 27 | Jun 30, 2026 | ||
| Summarization | DIALOGSUM | 27 | Mar 4, 2026 | ||
| Super Resolution | IXI | 27 | Mar 4, 2026 | ||
| Task-incremental Learning | CIFAR-100 (20-split) | 27 | Apr 23, 2026 | ||
| Relation Extraction | TACREV (test) | 27 | Feb 26, 2026 | ||
| Roll call vote prediction | Roll call vote prediction (Random) | 27 | Feb 26, 2026 | ||
| Few-shot Classification | Stanford Dogs | 27 | Jul 8, 2026 | ||
| Node Classification | CiteSeer (test) | 27 | Mar 11, 2026 | ||
| Natural Language Inference | ANLI | 27 | Feb 26, 2026 | ||
| Calibration | Digital-S | 27 | Feb 26, 2026 | ||
| Uncertainty Calibration | CIFAR-F | 27 | Feb 26, 2026 |