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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Image Classification | CIFAR-100 (test) | 42 | Feb 27, 2026 | ||
| Image Classification | VLCS (leave-one-domain-out) | 42 | Feb 26, 2026 | ||
| Low-Light Image Enhancement | LOL-Real (test) | 42 | Feb 26, 2026 | ||
| Across-modality synthesis (T2-weighted MRI to CT) | Pelvic MRI-CT dataset (test) | 42 | Feb 26, 2026 | ||
| No-Reference Image Quality Assessment | KADID (test) |
| 42 |
| Feb 26, 2026 |
| Video Captioning | YouCook2 (test) | 42 | Feb 27, 2026 |
|---|
| Semantic Segmentation | KITTI-360 | 42 | Jun 2, 2026 |
|---|
| Image-to-Image Translation | Retinal Fundus-to-Angiogram (test) | 42 | Feb 26, 2026 |
|---|
| Keyword Spotting | Google Speech Commands V2-35 | 42 | Feb 26, 2026 |
|---|
| Place Recognition | Oxford | 42 | Feb 26, 2026 |
|---|
| Pose Propagation | JHMDB | 42 | Mar 30, 2026 |
|---|
| Object Detection | FoggyCityscapes 1.0 (val) | 42 | Feb 26, 2026 |
|---|
| Video Quality Assessment | LIVE-Qualcomm (test) | 42 | Feb 26, 2026 |
|---|
| Entity Linking | FUNSD (test) | 42 | Feb 26, 2026 |
|---|
| Highlight Detection | YouTube Highlights (test) | 42 | Feb 26, 2026 |
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| Object Detection | COCO standard (2%) | 42 | Feb 27, 2026 |
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| Seizure Detection | TUH EEG v1.5.2 (test) | 42 | Feb 26, 2026 |
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| Navigation | REVERIE (val unseen) | 42 | Jun 4, 2026 |
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| Trajectory Forecasting | ETH | 42 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 | 42 | Feb 26, 2026 |
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| Multivariate forecasting | ILI | 42 | May 12, 2026 |
|---|
| Document-level Relation Extraction | DocRED 1.0 (dev) | 42 | Feb 26, 2026 |
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| Lung nodule classification | LIDC-IDRI | 42 | Jun 4, 2026 |
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| Image Classification | PACS, VLCS, OfficeHome, TerraIncognita, DomainNet out-of-domain | 42 | May 19, 2026 |
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| Node Classification | snap-patents (test) | 42 | Feb 26, 2026 |
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