Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 324 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-100-LT Imbalance Factor 100 (test) | 56 | May 12, 2026 | ||
| Few-shot Object Classification | ScanObjectNN | 56 | Feb 26, 2026 | ||
| Panoptic Segmentation | nuScenes (val) | 56 | Mar 27, 2026 | ||
| Referring Video Object Segmentation | JHMDB-Sentences | 56 | Feb 26, 2026 | ||
| Univariate Forecasting | ETT | 56 | Feb 26, 2026 | ||
| Image Classification | ImageNet-C 1.0 (test) | 56 | Jul 7, 2026 | ||
| Image Classification | ISIC | 56 | Jun 12, 2026 | ||
| Multi-view Stereo | Tanks & Temples Intermediate | 56 | Apr 20, 2026 | ||
| Image Reflection Removal | Real20 | 56 | Feb 26, 2026 | ||
| Neural Architecture Search | Neural Design Spaces ImageNet | 56 | Feb 26, 2026 | ||
| Unsupervised Video Object Segmentation | SegTrack v2 | 56 | Feb 26, 2026 | ||
| Semantic Segmentation | Cityscapes-C (val) | 56 | Feb 26, 2026 | ||
| Node Classification | wiki (test) | 56 | Jun 4, 2026 | ||
| Segmentation | LiTS | 56 | May 13, 2026 | ||
| Summarization | CNN/DM | 56 | Feb 26, 2026 | ||
| Automatic Speech Recognition | SWITCHBOARD swbd | 56 | Jun 4, 2026 | ||
| Machine Translation | WMT16 EN-RO (test) | 56 | Feb 26, 2026 | ||
| Camouflaged Object Segmentation | CAMO (test) | 56 | Mar 10, 2026 | ||
| Image Captioning | MS COCO (Karpathy) | 56 | Feb 26, 2026 | ||
| Math Word Problem Solving | Math23K (5-fold cross-val) | 56 | Feb 26, 2026 | ||
| Image Enhancement | Image Enhancement Speed (test) | 56 | Feb 26, 2026 | ||
| Optic Flow Estimation | MVSEC (indoor_flying2) | 56 | May 26, 2026 | ||
| Image Dehazing | Dense-Haze (test) | 56 | Jun 5, 2026 | ||
| Visual tracking | UAV123 | 56 | May 6, 2026 | ||
| Nested Named Entity Recognition | GENIA | 56 | Feb 26, 2026 |