Loading the SOTA2 catalog…
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 |
|---|---|---|---|---|---|
| Camouflaged Object Detection | CHAMELEON 76 (test) | 44 | May 26, 2026 | ||
| Monocular 3D Object Detection | KITTI (test) | 44 | Apr 3, 2026 | ||
| Object Detection | COCO standard (1%) | 44 | Feb 27, 2026 | ||
| Object Detection | COCO | 44 | Feb 26, 2026 | ||
| RGB-D Salient Object Detection | SSD |
| 44 |
| Feb 26, 2026 |
| Object Detection | COCO (test) | 44 | Mar 4, 2026 |
|---|
| SAR Object Detection | SSDD | 44 | Jun 1, 2026 |
|---|
| Object Detection | S-DGOD (test) | 43 | Jun 9, 2026 |
|---|
| Salient Object Detection | VT821 | 43 | Apr 15, 2026 |
|---|
| 3D Object Detection | KITTI (test) | 43 | Jun 24, 2026 |
|---|
| Object Detection | MSCOCO (val) | 43 | Feb 26, 2026 |
|---|
| 3D Object Detection (Vehicle) | Waymo Open Dataset LEVEL_2 (val) | 43 | Mar 31, 2026 |
|---|
| 3D Object Detection | KITTI official (test) | 43 | Feb 26, 2026 |
|---|
| Open World Object Detection | M-OWODB | 42 | Jul 7, 2026 |
|---|
| Object Detection | KITTI to Cityscapes | 42 | Feb 26, 2026 |
|---|
| Object Detection | FoggyCityscapes 1.0 (val) | 42 | Feb 26, 2026 |
|---|
| Object Detection | COCO standard (2%) | 42 | Feb 27, 2026 |
|---|
| Video Salient Object Detection | ViSal | 42 | Feb 26, 2026 |
|---|
| Object Detection | OD-LVIS | 41 | May 27, 2026 |
|---|
| 3D Object Detection | nuScenes LiDAR Beamsreduce | 41 | Jun 1, 2026 |
|---|
| Object Detection | COCO | 41 | May 19, 2026 |
|---|
| Salient Object Detection | EORSSD | 41 | Jun 9, 2026 |
|---|
| 3D Object Detection | nuScenes | 41 | Jul 8, 2026 |
|---|
| Video Object Detection | ImageNet VID v1.0 (val) | 41 | Feb 26, 2026 |
|---|
| Video Camouflaged Object Detection | CAD (test) | 41 | Apr 14, 2026 |
|---|