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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 |
|---|---|---|---|---|---|
| Node Classification | A-Computers | 30 | Apr 13, 2026 | ||
| 3D Object Detection | KITTI official leaderboard (test) | 30 | Feb 26, 2026 | ||
| Table-to-text generation | DART | 30 | Feb 26, 2026 | ||
| Image Classification | ImageNet 10% labels 1.0 (val) | 30 | Feb 26, 2026 | ||
| Machine Reading Comprehension | CMRC Simplified Chinese 2018 (Challenge) | 30 | Feb 26, 2026 | ||
| 3D human body pose and mesh estimation |
|---|
| SURREAL (test) |
| 30 |
| Feb 26, 2026 |
| Out-of-Distribution Detection | LSUN | 30 | Apr 7, 2026 |
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| Question Answering | XQuAD | 30 | Apr 21, 2026 |
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| Open-domain Question Answering | SQuAD Open-domain 1.1 (test) | 30 | Feb 26, 2026 |
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| Optic Flow | HQF | 30 | Feb 26, 2026 |
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| 3D human shape and pose estimation | 3DPW | 30 | Feb 26, 2026 |
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| Blind Image Denoising | CBSD68 | 30 | Feb 26, 2026 |
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| Anomaly Detection | Arrhythmia | 30 | May 12, 2026 |
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| Classification | UCI Image | 30 | Feb 26, 2026 |
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| Audio Spoofing Detection | ASVspoof Logical Access 2019 (Evaluation) | 30 | Feb 26, 2026 |
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| Saliency Object Detection | LFSD | 30 | Feb 26, 2026 |
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| Point cloud registration | Oxford RobotCar (test) | 30 | Feb 26, 2026 |
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| Point Cloud Registration | Oxford Stereo DSO | 30 | Feb 26, 2026 |
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| ICD coding | MIMIC-III full (test) | 30 | Jun 16, 2026 |
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| Image Classification | Imagenet FS (All classes) | 30 | Feb 26, 2026 |
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| Partial Domain Adaptation | Office-31 (test) | 30 | Jun 4, 2026 |
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| Image Classification | ImageNet 4 (val) | 30 | Feb 26, 2026 |
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| Few-shot classification | Plantae | 30 | Feb 26, 2026 |
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| Few-shot classification | Cars | 30 | Feb 26, 2026 |
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| Scene Text Recognition | IC15 1811 (test) | 30 | Feb 26, 2026 |
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