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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 official (test) | 29 | Mar 31, 2026 | ||
| Object Detection | BDD | 29 | Jun 23, 2026 | ||
| Object Detection | DSEC (test) | 29 | Mar 12, 2026 | ||
| Object Detection | DOTA v1.0 | 29 | Mar 18, 2026 | ||
| 3D Object Detection | Waymo Open Dataset 0.2 labeled (val) | 29 | Feb 26, 2026 | ||
| Object Detection |
| MS-COCO (minival) |
| 29 |
| Mar 17, 2026 |
| Object Detection | FSCD-147 (test) | 29 | Feb 27, 2026 |
|---|
| Bird's Eye View Object Detection | KITTI official leaderboard (test) | 29 | Feb 26, 2026 |
|---|
| Object Detection | VOC0712 | 29 | Feb 26, 2026 |
|---|
| Salient Object Detection | PASCAL-S 850 | 29 | Jul 7, 2026 |
|---|
| Salient Object Detection | ECSSD 1000 | 29 | Jul 7, 2026 |
|---|
| Object Detection | CRIC to ComparisonDetector (target) | 28 | Jun 29, 2026 |
|---|
| Active Object Detection | Handlebottle Simulation | 28 | Jun 5, 2026 |
|---|
| Batch incremental 3D object detection | ScanNet V2 (val) | 28 | Apr 10, 2026 |
|---|
| Open-Vocabulary Object Detection | OV-COCO (test) | 28 | Apr 6, 2026 |
|---|
| 3D Object Detection | KITTI (val) | 28 | May 26, 2026 |
|---|
| Referring Object Detection | RefCOCO (testB) | 28 | Mar 26, 2026 |
|---|
| Referring Object Detection | RefCOCO (testA) | 28 | Mar 26, 2026 |
|---|
| Referring Object Detection | RefCOCO (val) | 28 | Mar 26, 2026 |
|---|
| 3D Object Detection | K-Radar v1 (test) | 28 | Mar 18, 2026 |
|---|
| Object Detection | Pascal VOC0712 2007 (test) | 28 | Feb 26, 2026 |
|---|
| Object Detection | Cityscapes + KITTI S+T | 28 | Feb 26, 2026 |
|---|
| Object Detection | NWPU VHR (10-Split) | 28 | Apr 23, 2026 |
|---|
| Object Detection | Radiate | 28 | Feb 26, 2026 |
|---|
| Rotated Object Detection | DIOR-R extended (test) | 28 | Feb 26, 2026 |
|---|