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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 | UAVDB (val) | 31 | Feb 26, 2026 | ||
| Object Detection | MODA | 30 | Jul 7, 2026 | ||
| Object Detection | OD-LVIS 15 open domains (test) | 30 | Jun 9, 2026 | ||
| Camouflaged Object Detection | CAMO (250) | 30 | May 26, 2026 | ||
| Salient Object Detection | USOD | 30 | Jul 3, 2026 | ||
| Object Detection | COCO |
| 30 |
| Feb 26, 2026 |
| Generalized Few-Shot Object Detection | MS-COCO 2017 (val) | 30 | Feb 27, 2026 |
|---|
| Video Salient Object Detection | FBMS (test) | 30 | Feb 26, 2026 |
|---|
| Object Detection | Open Images V7 | 30 | Feb 26, 2026 |
|---|
| Class Incremental Object Detection | COCO 2017 (val) | 30 | Feb 26, 2026 |
|---|
| 3D Object Detection | V2XSet (test) | 30 | Jul 3, 2026 |
|---|
| Object Detection | Objects365 v1 (val) | 30 | Feb 26, 2026 |
|---|
| Object Detection | COCO 1% labeled 2017 (val train) | 30 | Feb 26, 2026 |
|---|
| Object Detection | VOC 07+12 | 30 | Feb 26, 2026 |
|---|
| Co-saliency Object Detection | CoSOD3k | 30 | Feb 26, 2026 |
|---|
| 3D Object Detection | KITTI official leaderboard (test) | 30 | Feb 26, 2026 |
|---|
| Saliency Object Detection | LFSD | 30 | Feb 26, 2026 |
|---|
| 3D Object Detection | KITTI (test) | 30 | Feb 26, 2026 |
|---|
| Object Detection | Sim10k to Cityscapes synthetic to real (val) | 30 | Feb 26, 2026 |
|---|
| Open World Object Detection | S-OWODB | 29 | Jul 7, 2026 |
|---|
| Salient Object Detection | DUT-OMRON 5168 images (test) | 29 | May 26, 2026 |
|---|
| Object Detection | AlphaDent (test) | 29 | Apr 28, 2026 |
|---|
| Salient Object Detection | EORSSD (test) | 29 | Jul 7, 2026 |
|---|
| Salient Object Detection | ORSI-4199 | 29 | Mar 13, 2026 |
|---|
| Oriented Object Detection | DOTA single-scale 1.0 | 29 | Mar 11, 2026 |
|---|