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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 |
|---|---|---|---|---|---|
| Salient Object Detection | DUT | 27 | Feb 26, 2026 | ||
| 3D Object Detection | KITTI (test) | 27 | Jun 24, 2026 | ||
| Bird's Eye View Object Detection (Pedestrian) | KITTI (test) | 27 | Feb 26, 2026 | ||
| 3D Object Detection (Cyclists) | KITTI (test) | 27 | Feb 27, 2026 | ||
| Object Detection | SAR-Aircraft v1.0 (test) | 27 | Feb 26, 2026 |
| Camouflaged Object Detection | CHAMELEON (76) | 26 | May 26, 2026 |
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| Object Detection | BAGLS (test) | 26 | May 1, 2026 |
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| Object Detection | PID (test) | 26 | May 1, 2026 |
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| Object Detection | Clinical dataset | 26 | May 1, 2026 |
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| Object Detection | DIOR | 26 | May 26, 2026 |
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| 3D Object Detection | KITTI-J | 26 | Apr 2, 2026 |
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| 3D Object Detection | nuScenes J | 26 | Apr 2, 2026 |
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| Object Detection | Synthetic multi-agent BEV perception environment (test) | 26 | Mar 24, 2026 |
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| Object Detection | ObjDet (OD) | 26 | Mar 16, 2026 |
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| 3D Object Detection | nuScenes Night (val) | 26 | Mar 31, 2026 |
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| Object Detection | GraSP | 26 | Feb 26, 2026 |
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| Medical Object Detection | RSNA Pneumonia (stage 2) | 26 | Feb 27, 2026 |
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| Object Detection | 1 Mpx (test) | 26 | Feb 26, 2026 |
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| Few-Shot Object Detection | MS-COCO | 26 | Feb 26, 2026 |
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| Object Detection | OV-LVIS v1 (val) | 26 | Apr 28, 2026 |
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| Open-Vocabulary Object Detection | LVIS | 26 | May 26, 2026 |
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| 3D Object Detection | nuScenes Nighttime (val) | 26 | Feb 26, 2026 |
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| Object Detection | COCO-C | 26 | Mar 18, 2026 |
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| 2D Object Detection | SUN-RGBD (val) | 26 | Feb 26, 2026 |
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| Camouflaged Object Detection | CAMO | 26 | Feb 26, 2026 |
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