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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 |
|---|---|---|---|---|---|
| 3D Object Detection | Place3D (clean) | 32 | Feb 26, 2026 | ||
| 3D Object Detection | Waymo Open Dataset (WOD) (test) | 32 | May 25, 2026 | ||
| Object Detection | MS-COCO 2017 (val) | 32 | Feb 26, 2026 | ||
| Oriented Object Detection | DIOR-R (test) | 32 | Apr 10, 2026 | ||
| Object Detection | DOTA (test) | 32 | Apr 23, 2026 | ||
| Object Detection |
|---|
| SODA-D (test) |
| 32 |
| Jun 30, 2026 |
| Object Detection | Radiate (test) | 32 | Feb 26, 2026 |
|---|
| 3D Object Detection | Waymo LEVEL 2 | 32 | Mar 27, 2026 |
|---|
| 3D Object Detection | Waymo Open Dataset 1.2 (val) | 32 | Feb 26, 2026 |
|---|
| Video Salient Object Detection | DAVSOD (test) | 32 | Feb 26, 2026 |
|---|
| Object Detection | UAVDT | 32 | Jun 30, 2026 |
|---|
| Salient Object Detection | HKU-IS 18 (test) | 32 | Feb 26, 2026 |
|---|
| Object Detection | MMIOC-1M closed scene | 31 | Jun 9, 2026 |
|---|
| Camouflaged Object Detection | NC4K | 31 | Apr 21, 2026 |
|---|
| Object Detection | LEVIR-Ship (test) | 31 | Mar 20, 2026 |
|---|
| Open-Vocabulary Object Detection | OV-COCO | 31 | Mar 19, 2026 |
|---|
| Object Detection | TL-RGBD dataset | 31 | Feb 26, 2026 |
|---|
| Few-shot Object Detection | COCO 2014 (novel) | 31 | Feb 26, 2026 |
|---|
| Object Detection | VOC to Watercolor (target) | 31 | Feb 26, 2026 |
|---|
| 3D Object Detection | KITTI official (val) | 31 | Mar 31, 2026 |
|---|
| 3D Object Detection | Rope3D (val) | 31 | Feb 26, 2026 |
|---|
| Object Detection | LVIS Mini v1.0 (val) | 31 | Feb 26, 2026 |
|---|
| RGB-D Salient Object Detection | DES (test) | 31 | Feb 26, 2026 |
|---|
| Object Detection | PASCAL VOC 2010 (test) | 31 | Feb 26, 2026 |
|---|
| Object Detection | UAVDB (test) | 31 | Feb 26, 2026 |
|---|