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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 |
|---|---|---|---|---|---|
| Object Detection | FLIR-ADAS (test) | 38 | Mar 27, 2026 | ||
| Object Detection | M3FD (test) | 38 | Mar 27, 2026 | ||
| Object Detection | SSDD | 38 | Jun 25, 2026 | ||
| Object Detection | VEDAI | 38 | Mar 10, 2026 | ||
| Object Detection | MS-COCO | 38 | Feb 27, 2026 | ||
| Object Detection | OV-LVIS |
| 38 |
| Jul 3, 2026 |
| 3D Object Detection | K-Radar | 38 | Jul 7, 2026 |
|---|
| 3D Object Detection | KITTI (test) | 38 | Feb 27, 2026 |
|---|
| 3D Object Detection | Waymo (val) | 38 | Feb 27, 2026 |
|---|
| Object Detection | PASCAL VOC 2007 (test) | 38 | Feb 27, 2026 |
|---|
| Video Salient Object Detection | FBMS | 38 | Jul 1, 2026 |
|---|
| 3D Object Detection | KITTI new (40 recall positions) (test) | 38 | Feb 26, 2026 |
|---|
| Object Detection | VOC 07+12 (test) | 38 | Feb 27, 2026 |
|---|
| Object Detection | FLIR Aligned | 37 | Jul 7, 2026 |
|---|
| Camouflaged Object Detection | CAMO | 37 | Mar 26, 2026 |
|---|
| Object Detection | Cityscapes-C (val) | 37 | Feb 26, 2026 |
|---|
| Object Detection | PASCAL VOC 2007 (test) | 37 | Apr 21, 2026 |
|---|
| Few-Shot Object Detection | MS COCO Novel Classes | 37 | Feb 26, 2026 |
|---|
| Oriented Object Detection | DOTA 1.5 (val) | 37 | Mar 4, 2026 |
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| Single Object Detection | Pascal VOC 2012 | 37 | Mar 20, 2026 |
|---|
| Object Detection | Cityscapes S -> C adaptation (val) | 37 | Feb 26, 2026 |
|---|
| Object Detection | MS COCO (train val) | 37 | Feb 26, 2026 |
|---|
| Monocular 3D Object Detection | KITTI car category (val) | 37 | Mar 19, 2026 |
|---|
| Salient Object Detection | DUTS 5019 (test) | 37 | Jul 7, 2026 |
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| Object Detection | DOTA v1.5 | 37 | Feb 26, 2026 |
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