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 | RSNA | 106 | Mar 19, 2026 | ||
| 3D Object Detection | Waymo Open Dataset (test) | 105 | Feb 27, 2026 | ||
| Salient Object Detection | ECSSD (test) | 104 | Feb 26, 2026 | ||
| Object Detection | Sim10K → Cityscapes (test) |
| 104 |
| Feb 27, 2026 |
| Object Detection | Objects365 (val) | 102 | Jun 9, 2026 |
|---|
| Object Detection | PASCAL VOC Novel Set 2 | 100 | Feb 27, 2026 |
|---|
| Object Detection | PASCAL VOC 2007+2012 (test) | 100 | Jun 5, 2026 |
|---|
| Object Detection | ODinW-13 | 98 | Feb 26, 2026 |
|---|
| Object Detection | Cityscapes Adaptation from SIM-10k (val) | 97 | Feb 26, 2026 |
|---|
| Object Detection | DroneVehicle (test) | 96 | Jul 7, 2026 |
|---|
| Object Detection | INRIA-Person | 94 | Mar 24, 2026 |
|---|
| Object Detection | FLIR (test) | 94 | Mar 26, 2026 |
|---|
| Oriented Object Detection | DOTA (test) | 92 | Feb 27, 2026 |
|---|
| RGB-D Salient Object Detection | RGBD135 | 92 | Feb 26, 2026 |
|---|
| Salient Object Detection | DUT-OMRON (test) | 92 | Feb 26, 2026 |
|---|
| Object Detection | Pascal VOC -> Clipart (test) | 91 | Mar 20, 2026 |
|---|
| Object Detection | VOC 2007 (test) | 91 | May 21, 2026 |
|---|
| 3D Object Detection | MultiCorrupt nuScenes (val) | 90 | May 13, 2026 |
|---|
| Object Detection | NDDA stop sign images (test) | 90 | Feb 26, 2026 |
|---|
| Generalized Few-Shot Object Detection | PASCAL VOC (Set 3) | 90 | Feb 26, 2026 |
|---|
| Generalized Few-Shot Object Detection | PASCAL VOC (Set 2) | 90 | Feb 26, 2026 |
|---|
| Generalized Few-Shot Object Detection | PASCAL VOC All Set 1 (test) | 90 | Feb 26, 2026 |
|---|
| Camouflaged Object Detection | NC4K (test) | 89 | May 26, 2026 |
|---|
| Object Detection | FLIR | 89 | Jul 1, 2026 |
|---|
| Camouflaged Object Detection | NC4K | 88 | May 18, 2026 |
|---|