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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 | KITTI (test) | 26 | Feb 27, 2026 | ||
| Object Detection | VOC 2007 | 26 | May 13, 2026 | ||
| Object Detection | NWPU VHR-10 (test) | 26 | Apr 23, 2026 | ||
| SAR Object Detection | HRSID | 26 | Jun 1, 2026 | ||
| Object Detection | HRPlane v2 (test) |
| 25 |
| Jun 25, 2026 |
| Object Detection | PSP Plane | 25 | Jun 16, 2026 |
|---|
| Object Detection | PSP.Ship (test) | 25 | Jun 16, 2026 |
|---|
| Dense Object Detection | Dense200 | 25 | Jul 8, 2026 |
|---|
| Object Detection Explanation Faithfulness | MS-COCO | 25 | May 19, 2026 |
|---|
| Object Detection | VOC Novel Set 1 | 25 | Feb 27, 2026 |
|---|
| Object Detection | CS-positive | 25 | Feb 26, 2026 |
|---|
| Object Detection | SUN RGB-D (test) | 25 | Mar 9, 2026 |
|---|
| Oriented Object Detection | RSAR | 25 | Jun 5, 2026 |
|---|
| Object Detection | COCO 70+10 scenario 2017 (val) | 25 | Mar 4, 2026 |
|---|
| Object Detection | COCO 40+40 scenario 2017 (val) | 25 | Mar 4, 2026 |
|---|
| Object Detection | COCO open-vocabulary (test) | 25 | Feb 27, 2026 |
|---|
| 3D Object Detection | DAIR-V2X-I (val) | 25 | Feb 26, 2026 |
|---|
| Object Detection | Pascal VOC (All Set 3) | 25 | Feb 26, 2026 |
|---|
| Object Detection | Pascal VOC (All Set 2) | 25 | Feb 26, 2026 |
|---|
| Object Detection | KITTI to Cityscapes (val) | 25 | Feb 26, 2026 |
|---|
| Object Detection | COCO | 25 | Mar 10, 2026 |
|---|
| Video Salient Object Detection | Seg V2 | 25 | Jul 1, 2026 |
|---|
| Object Detection | VOC Novel Set 2 | 25 | Feb 27, 2026 |
|---|
| Object Detection | MS-COCO 2% labeled protocol | 25 | Feb 26, 2026 |
|---|
| Salient Object Detection | SOD 43 (test) | 25 | Feb 26, 2026 |
|---|