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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 |
|---|---|---|---|---|---|
| 3D Hand Reconstruction | FreiHAND | 43 | Jul 7, 2026 | ||
| Image Classification | ISIC 2019 (test) | 43 | Feb 26, 2026 | ||
| Novel View Synthesis | ZJU-MoCap (test) | 43 | Feb 26, 2026 | ||
| Image Classification | ImageNet-Rendition (IN-R) (test) | 43 | Feb 27, 2026 | ||
| Targeted Adversarial Attack | CIFAR-10 | 43 | Mar 31, 2026 | ||
| Video-to-Text Retrieval |
|---|
| MSR-VTT 9K |
| 43 |
| Feb 26, 2026 |
| Rigid Registration | 3DLoMatch (test) | 43 | Feb 26, 2026 |
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| Offline Reinforcement Learning | D4RL Hopper Medium v2 | 43 | Feb 26, 2026 |
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| Image Harmonization | iHarmony4 HAdobe5k | 43 | Feb 26, 2026 |
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| Unsupervised Video Object Segmentation | FBMS59 | 43 | Feb 26, 2026 |
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| Offline Reinforcement Learning | D4RL Gym walker2d medium-expert | 43 | May 29, 2026 |
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| Offline Reinforcement Learning | D4RL Gym hopper-expert | 43 | Jun 15, 2026 |
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| Multi-frame Video Interpolation | X 4K (test) | 43 | Feb 26, 2026 |
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| MRI Reconstruction | fastMRI 8X acceleration (test) | 43 | May 13, 2026 |
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| Medical Report Generation | MIMIC-CXR | 43 | Feb 26, 2026 |
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| Image Classification | ImageNet Real 1.0 (val) | 43 | Feb 26, 2026 |
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| Topic Classification | AG's News (test) | 43 | Feb 26, 2026 |
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| Multi-label Classification | NUS-WIDE 925/81 (unseen) | 43 | Feb 26, 2026 |
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| Super-Resolution | Middlebury (Left + Right) / 2 | 43 | Feb 26, 2026 |
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| Super-Resolution | KITTI (Left + Right) / 2 2015 | 43 | Feb 26, 2026 |
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| Super-Resolution | KITTI (Left + Right) / 2 2012 | 43 | Feb 26, 2026 |
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| Super-Resolution | KITTI 2015 (Left) | 43 | Feb 26, 2026 |
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| Super-Resolution | KITTI 2012 (Left) | 43 | Feb 26, 2026 |
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| 3D Object Detection (Vehicle) | Waymo Open Dataset LEVEL_2 (val) | 43 | Mar 31, 2026 |
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| Named Entity Recognition | Sci-ERC | 43 | May 13, 2026 |
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