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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 |
|---|---|---|---|---|---|
| Multi-view Stereo | DTU (test) | 61 | Feb 26, 2026 | ||
| Vehicle Re-identification | VehicleID Small | 61 | Feb 27, 2026 | ||
| Natural Language Video Localization | Charades-STA (test) | 61 | Feb 26, 2026 | ||
| Summarization | bigPatent | 61 | Feb 26, 2026 | ||
| Face Verification | MegaFace FaceScrub probe Challenge 1 |
| 61 |
| Feb 26, 2026 |
| Action Recognition | NTU RGB+D 120 (Cross-View) | 61 | Mar 31, 2026 |
|---|
| Object Detection | PASCAL VOC to Clipart target domain | 61 | Feb 26, 2026 |
|---|
| Object Detection | LVIS v0.5 (val) | 61 | Feb 27, 2026 |
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| Keypoint Matching | PASCALVOC with Berkeley keypoint annotations (test) | 61 | May 6, 2026 |
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| Salient Object Detection | PASCAL-S 850 images (test) | 61 | May 26, 2026 |
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| Person Re-identification | CUHK03 Labeled (test) | 61 | Feb 26, 2026 |
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| Image Classification | miniImageNet standard (test) | 61 | Feb 26, 2026 |
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| Image Classification | CIFAR-100 (test) | 61 | Feb 26, 2026 |
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| Video Anomaly Detection | ShanghaiTech | 61 | Jun 16, 2026 |
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| Multi-label image recognition | VOC 2007 (test) | 61 | Feb 26, 2026 |
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| Facial expression recognition | FER 2013 (test) | 61 | Feb 27, 2026 |
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| Visual Object Tracking | VOT 2015 | 61 | Feb 26, 2026 |
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| 2D Human Pose Estimation | MPII (val) | 61 | Feb 26, 2026 |
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| Predicate Classification | Visual Genome | 61 | Apr 23, 2026 |
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| Pedestrian Detection | CrowdHuman (val) | 61 | Feb 26, 2026 |
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| Emotion Classification | IEMOCAP (test) | 61 | May 20, 2026 |
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| Visual Question Answering | CLEVR (test) | 61 | Feb 26, 2026 |
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| Sentence Simplification | Newsela (test) | 61 | Feb 26, 2026 |
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| Molecular property prediction | ClinTox (test) | 61 | May 18, 2026 |
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| Image Classification | CIFAR-100 Split | 61 | Feb 26, 2026 |
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