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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 | EORSSD 2021 (test) | 47 | Jul 7, 2026 | ||
| 3D Object Detection | Waymo Open Dataset (WOD) (val) | 47 | Feb 26, 2026 | ||
| Object Detection | BDD100k daytime | 47 | Apr 21, 2026 | ||
| Object Detection | Cityscapes → BDD100k (test) | 47 | Jul 1, 2026 | ||
| Object Detection | ExDark (test) |
| 47 |
| Apr 14, 2026 |
| BEV Object Detection | KITTI (test) | 47 | Feb 27, 2026 |
|---|
| 3D Object Detection | V2X-R (test) | 47 | Mar 25, 2026 |
|---|
| Object Detection | COCO-FSOD 30-shot COCO-20 | 47 | Feb 26, 2026 |
|---|
| Oriented Object Detection | DOTA v1.0 | 46 | Jun 5, 2026 |
|---|
| Salient Object Detection | DUT-O (test) | 46 | Feb 26, 2026 |
|---|
| Incremental Object Detection | PASCAL VOC 19+1 setting (incremental) | 46 | Jul 7, 2026 |
|---|
| Salient Object Detection | NJU2K | 46 | May 26, 2026 |
|---|
| 3D Object Detection (Vehicle) | Waymo Open Dataset LEVEL_1 (val) | 46 | Mar 31, 2026 |
|---|
| Object Detection | Cityscapes adaptation from KITTI (val) | 46 | Feb 26, 2026 |
|---|
| Concealed Object Detection | NC4K | 46 | Feb 26, 2026 |
|---|
| Object Detection | property risk detection | 45 | Mar 20, 2026 |
|---|
| Dynamic Object Detection | Real-world indoor dynamic human obstacles 1.0 (test) | 45 | Mar 18, 2026 |
|---|
| Object Detection | M3FD | 45 | May 8, 2026 |
|---|
| Generalized Few-Shot Object Detection | Pascal VOC | 45 | Feb 26, 2026 |
|---|
| 3D Object Detection | KITTI (val) | 45 | May 18, 2026 |
|---|
| Generalized Few-Shot Object Detection | MS-COCO | 45 | Feb 26, 2026 |
|---|
| Object Detection Attack | COCO 500 images 2017 (test) | 45 | Feb 26, 2026 |
|---|
| RGB-D Salient Object Detection | STERE (test) | 45 | Feb 26, 2026 |
|---|
| Camouflaged Object Detection | CAMO | 44 | Apr 15, 2026 |
|---|
| Salient Object Detection | ORSSD | 44 | Jun 9, 2026 |
|---|