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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 |
|---|---|---|---|---|---|
| Object Detection | ODinW (test) | 41 | Feb 26, 2026 | ||
| Salient Object Detection | DUT (test) | 41 | Feb 26, 2026 | ||
| Object Detection | MS COCO 2014 (val) | 41 | Feb 26, 2026 | ||
| Object Detection | PDM | 40 | Jul 2, 2026 | ||
| Object Detection | BDD100K (all) | 40 | Apr 21, 2026 | ||
| Object Detection | BDD100K Day+Night |
| 40 |
| Apr 21, 2026 |
| Object Detection | BDD100K Dawn Dusk | 40 | May 14, 2026 |
|---|
| 3D Object Detection | SUN RGB-D | 40 | Apr 10, 2026 |
|---|
| Weakly Supervised Object Detection | PASCAL VOC 2012 | 40 | Apr 8, 2026 |
|---|
| 3D Object Detection | STF dense fog v1 (test) | 40 | Feb 26, 2026 |
|---|
| Object Detection | FLIR Aligned (test) | 40 | May 14, 2026 |
|---|
| Object Detection | PASCAL VOC 5 novel classes (Novel Set 1) | 40 | Feb 26, 2026 |
|---|
| Video Object Detection | UA-DETRAC (test) | 40 | Feb 26, 2026 |
|---|
| 3D Object Detection (Cars) | KITTI (test) | 40 | Feb 26, 2026 |
|---|
| Oriented Object Detection | HRSC2016 | 40 | May 6, 2026 |
|---|
| Object Detection | M4-SAR | 39 | Mar 11, 2026 |
|---|
| RGB-T Salient Object Detection | VT1000 (test) | 39 | Mar 16, 2026 |
|---|
| RGB-T Salient Object Detection | VT5000 (test) | 39 | Mar 16, 2026 |
|---|
| RGB-T Salient Object Detection | VT821 (test) | 39 | Mar 16, 2026 |
|---|
| Object Detection | FSOD | 39 | Feb 26, 2026 |
|---|
| 3D Object Detection | ScanNet v2 (test) | 39 | Apr 20, 2026 |
|---|
| Video Salient Object Detection | DAVIS 16 (val) | 39 | Feb 26, 2026 |
|---|
| Salient Object Detection | SOD (test) | 39 | Feb 26, 2026 |
|---|
| Camouflaged Object Detection | COD10K 2026 | 38 | Jul 7, 2026 |
|---|
| Object Detection | KAIST (test) | 38 | Mar 27, 2026 |
|---|