Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1516 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Aspect Sentiment Quad Prediction | Rest16 (test) | 21 | Feb 26, 2026 | ||
| Attribution Map Localization | BrixIA | 21 | Feb 26, 2026 | ||
| fMRI Task Classification | HCP Task fMRI (5 splits) | 21 | Feb 26, 2026 | ||
| Reinforcement Learning | Procgen (test) | 21 | May 11, 2026 | ||
| Image Classification | Rotated Fashion MNIST (target domains 0° and 90°) | 21 | Feb 26, 2026 | ||
| Image Classification | Rotated MNIST target domains 0° and 90° | 21 | Feb 26, 2026 | ||
| Class Incremental Learning | Tiny-ImageNet (val) | 21 | Feb 26, 2026 | ||
| Visual Question Answering | VQAv2 (val) | 21 | Feb 26, 2026 | ||
| Image Classification | iNaturalist 2019 (val) | 21 | Feb 26, 2026 | ||
| Novel Class Discovery | CIFAR-100 (unlabelled set) | 21 | Feb 26, 2026 | ||
| Novel Class Discovery | CIFAR-10 (unlabelled set) | 21 | Feb 26, 2026 | ||
| Brain Tumor Segmentation | BraTS 2020 (val) | 21 | Jun 9, 2026 | ||
| Extreme Multi-label Classification | AmazonCat-13K | 21 | Feb 26, 2026 | ||
| Extreme Multi-label Classification | Wiki10-31K | 21 | Feb 26, 2026 | ||
| Image Classification | ImageNet127 | 21 | Apr 7, 2026 | ||
| Argument impact classification | Kialo (test) | 21 | Feb 26, 2026 | ||
| Debugging Effectiveness Estimation | STL10 | 21 | Feb 26, 2026 | ||
| Debugging Effectiveness Estimation | SVHN | 21 | Feb 26, 2026 | ||
| Debugging Effectiveness Estimation | CIFAR-10 | 21 | Feb 26, 2026 | ||
| Image Classification | CIFAR-10 semantic asymmetric noise (test) | 21 | Feb 26, 2026 | ||
| Abstract Reasoning | I-RAVEN (test) | 21 | Apr 21, 2026 | ||
| Image Classification | ImageNet Real re-assessed (val) | 21 | Feb 26, 2026 | ||
| Subspace Clustering | Yale-B | 21 | Feb 26, 2026 | ||
| Text Classification | Yelp | 21 | Feb 26, 2026 | ||
| Hyperspectral Image Classification | Indian Pines 10% (train) | 21 | Mar 26, 2026 |