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 |
|---|---|---|---|---|---|
| Object Detection | Pascal VOC Novel Split 1 | 60 | Jun 23, 2026 | ||
| Object Detection | Vehicle Detection (test) | 60 | Mar 30, 2026 | ||
| 3D Object Detection | Seeing Through Fog (STF) dense fog v1.0 (test) | 60 | Feb 26, 2026 | ||
| Oriented Object Detection | STAR (test) | 60 | Feb 26, 2026 | ||
| Salient Object Detection | USOD10k | 60 | Jul 3, 2026 | ||
| Object Detection |
|---|
| VisDrone (test) |
| 60 |
| Jul 2, 2026 |
| 3D Object Detection | Waymo Open Dataset LEVEL_2 (val) | 60 | Mar 31, 2026 |
|---|
| 3D Object Detection | Waymo Open Dataset LEVEL_1 (val) | 60 | Mar 11, 2026 |
|---|
| 3D Object Detection | KITTI (test) | 60 | Feb 26, 2026 |
|---|
| Object Detection | Foggy Cityscapes | 60 | Jul 1, 2026 |
|---|
| Bird's Eye View Object Detection (Car) | KITTI (test) | 59 | Feb 27, 2026 |
|---|
| Object Detection | LVIS | 59 | Jul 8, 2026 |
|---|
| Object Detection | PASCAL VOC 2007 (test) | 59 | Feb 26, 2026 |
|---|
| Object Detection | ExDark | 58 | Apr 14, 2026 |
|---|
| Object Detection | Object-CXR | 58 | Feb 27, 2026 |
|---|
| Oriented Object Detection | DOTA v1.5 (test) | 58 | May 6, 2026 |
|---|
| Salient Object Detection | FBMS (test) | 58 | Feb 26, 2026 |
|---|
| Open-Vocabulary Object Detection | OV-LVIS (val) | 57 | Jun 9, 2026 |
|---|
| RGB-T Salient Object Detection | VT5000 | 57 | Jul 1, 2026 |
|---|
| Object Detection | DOTA v1.5 (test) | 57 | Mar 18, 2026 |
|---|
| Object Detection | Sim10k to Cityscapes (S2C) | 57 | Jul 1, 2026 |
|---|
| Object Detection | Cityscapes to Foggy Cityscapes (val) | 57 | Feb 26, 2026 |
|---|
| Object Detection | COCO (novel) | 57 | Jun 9, 2026 |
|---|
| 3D Object Detection | KITTI (val) | 57 | Feb 26, 2026 |
|---|
| Object Detection | PTSD (test) | 56 | Feb 26, 2026 |
|---|