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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 | Watercolor (test) | 28 | Mar 24, 2026 | ||
| Object Detection | ODinW 13 datasets (test) | 28 | Feb 26, 2026 | ||
| Object Detection | COCO standard 5% labeled 2017 (train) | 28 | Feb 26, 2026 | ||
| Co-Salient Object Detection | CoCA (test) | 28 | Feb 26, 2026 | ||
| Salient Object Detection | SSD | 28 | Feb 26, 2026 | ||
| Object Detection |
| MS COCO novel classes val5k (minival) |
| 28 |
| Feb 26, 2026 |
| 3D Object Detection | V2X-R (val) | 28 | Feb 26, 2026 |
|---|
| Object Detection | Cityscapes-to-Cityscapes long-term CTTA task C | 27 | Jun 18, 2026 |
|---|
| Object Detection | GC10-Det | 27 | May 27, 2026 |
|---|
| Object Detection | GC10 Mini | 27 | May 27, 2026 |
|---|
| Object Detection | Steel Pipe | 27 | May 27, 2026 |
|---|
| Object Detection | Casting Billet | 27 | May 27, 2026 |
|---|
| 3D Object Detection | KITTI (test) | 27 | Feb 26, 2026 |
|---|
| 3D Object Detection | nuScenes Rainy (val) | 27 | Jun 19, 2026 |
|---|
| Object Detection | M3FD | 27 | Jul 1, 2026 |
|---|
| Oriented Object Detection | DIOR | 27 | May 12, 2026 |
|---|
| Oriented Object Detection | DOTA v2.0 | 27 | Jun 5, 2026 |
|---|
| Oriented Object Detection | DOTA v1.5 | 27 | Jun 5, 2026 |
|---|
| Object Detection | OV-LVIS v1.0 (test) | 27 | Feb 26, 2026 |
|---|
| Object Detection | Cityscapes-C (test) | 27 | Feb 26, 2026 |
|---|
| 3D Object Detection | Waymo Open Dataset (WOD) (val) | 27 | Feb 26, 2026 |
|---|
| Object Detection | Object CXR (test) | 27 | Feb 27, 2026 |
|---|
| Object Detection | MS-COCO 20 novel VOC classes | 27 | Feb 26, 2026 |
|---|
| Object Detection | MS-COCO 2017 (val) | 27 | Feb 27, 2026 |
|---|
| Co-saliency Object Detection | CoSal 2015 | 27 | Feb 26, 2026 |
|---|