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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 |
|---|---|---|---|---|---|
| Infrared Small Object Detection | SIRST3 (test) | 24 | Feb 26, 2026 | ||
| Object Detection | AI-TOD 1.0 (test) | 24 | Feb 26, 2026 | ||
| Single-Object Detection | PASCAL VOC 2012 (test) | 24 | Apr 7, 2026 | ||
| 3D Object Detection | nuScenes-C (val) | 24 | Mar 9, 2026 | ||
| Object Detection | PASCAL VOC Set 3 | 24 | Feb 27, 2026 | ||
| Object Detection |
| PASCAL VOC Set 2 |
| 24 |
| Feb 27, 2026 |
| Object Detection | PASCAL VOC Set 1 | 24 | Feb 27, 2026 |
|---|
| Object Detection | AODRaw 1.0 (test) | 24 | Feb 26, 2026 |
|---|
| 3D Object Detection | Place3D Incomplete Echo (test) | 24 | Feb 26, 2026 |
|---|
| 3D Object Detection | Place3D Crosstalk (test) | 24 | Feb 26, 2026 |
|---|
| 3D Object Detection | Place3D Motion Blur (test) | 24 | Feb 26, 2026 |
|---|
| 3D Object Detection | Place3D Snow (test) | 24 | Feb 26, 2026 |
|---|
| 3D Object Detection | Place3D Fog (test) | 24 | Feb 26, 2026 |
|---|
| Object Detection | MSAR AP'12 protocol (test) | 24 | Feb 26, 2026 |
|---|
| Object Detection | MSAR AP'07 protocol (test) | 24 | Feb 26, 2026 |
|---|
| Object Detection | COCO-UniFS (val) | 24 | Feb 27, 2026 |
|---|
| Object Detection | SIM10k -> Cityscapes | 24 | Jul 1, 2026 |
|---|
| 3D Object Detection | KITTI (val) | 24 | Jun 2, 2026 |
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| Co-Salient Object Detection | iCoSeg | 24 | Mar 11, 2026 |
|---|
| Zero-shot Object Detection | ZSFooD 1.0 (test) | 24 | Feb 26, 2026 |
|---|
| Generalized Few-Shot Object Detection | MS-COCO | 24 | Feb 26, 2026 |
|---|
| Object Detection | Night Clear | 24 | Jun 2, 2026 |
|---|
| Object Detection | Watercolor | 24 | Jul 9, 2026 |
|---|
| Object Detection | Comic | 24 | Jul 9, 2026 |
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| Object Detection | RainCityscape | 24 | Feb 26, 2026 |
|---|