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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 |
|---|---|---|---|---|---|
| Click-Through Rate Prediction | ML 1M | 46 | Feb 26, 2026 | ||
| Gesture Recognition | DVS128 Gesture | 46 | May 15, 2026 | ||
| Dialogue State Tracking | MultiWOZ 2.1 | 46 | May 20, 2026 | ||
| Generalized Compositional Zero-shot Learning | C-GQA (test) | 46 | Feb 26, 2026 | ||
| 3D Human Pose and Shape Estimation | MPI-INF-3DHP (test) | 46 | Feb 26, 2026 | ||
| Semi-supervised Domain Adaptation |
|---|
| DomainNet 1-shot |
| 46 |
| Feb 26, 2026 |
| Salient Object Detection | NJU2K | 46 | May 26, 2026 |
|---|
| Semantic Segmentation | SemanticKITTI single-scan | 46 | Feb 26, 2026 |
|---|
| Logical Reasoning | ReClor (dev) | 46 | Feb 26, 2026 |
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| 3D Object Detection (Vehicle) | Waymo Open Dataset LEVEL_1 (val) | 46 | Mar 31, 2026 |
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| Sentiment Classification | Yelp (test) | 46 | Feb 26, 2026 |
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| Face Forgery Detection | Celeb-DF | 46 | Feb 26, 2026 |
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| Object Detection | Cityscapes adaptation from KITTI (val) | 46 | Feb 26, 2026 |
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| Video Super-Resolution | Vid4 | 46 | Jun 12, 2026 |
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| Pedestrian Trajectory Prediction | ZARA2 UCY scene ETH (test) | 46 | Feb 26, 2026 |
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| Video prediction | Kinetics-600 (test) | 46 | Feb 26, 2026 |
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| Few-shot Image Classification | CIFAR-FS (test) | 46 | Feb 26, 2026 |
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| Semantic Scene Completion | NYU (test) | 46 | Feb 26, 2026 |
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| Image Denoising | DND sRGB (test) | 46 | Feb 26, 2026 |
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| Node Classification | Citeseer (standard) | 46 | Feb 26, 2026 |
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| Node Classification | Cora (standard) | 46 | Feb 26, 2026 |
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| Camera Localization | 7 Scenes | 46 | Feb 26, 2026 |
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| 3D Pose Estimation | Total Capture (test) | 46 | May 11, 2026 |
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| CTR Prediction | KDD 12 | 46 | May 26, 2026 |
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| Facial Landmark Localization | 300-W (Full set) | 46 | Feb 26, 2026 |
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