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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 | MTSD (test) | 56 | Feb 26, 2026 | ||
| Salient Object Detection | DUT-O | 55 | Jul 1, 2026 | ||
| 3D Object Detection | STF heavy snowfall (test) | 55 | Feb 26, 2026 | ||
| Oriented Object Detection | HRSC 2016 (test) | 55 | Feb 26, 2026 | ||
| Object Detection | UCAS-AOD (test) |
| 55 |
| Jun 25, 2026 |
| Object Detection | BDD-100k | 54 | May 19, 2026 |
|---|
| Object Detection | MSCOCO | 54 | May 19, 2026 |
|---|
| Object Detection | Pascal VOC | 54 | Apr 28, 2026 |
|---|
| Object Detection | Pascal-5i 2010 (Novel Split 1) | 54 | Feb 26, 2026 |
|---|
| Open-vocabulary Object Detection | LVIS v1 (val) | 54 | Feb 26, 2026 |
|---|
| Object Detection | COCO standard (10%) | 54 | Feb 26, 2026 |
|---|
| Object Detection | MS COCO 2015 (test-dev) | 54 | Feb 26, 2026 |
|---|
| Oriented Object Detection | DOTA v1.0 | 53 | Jun 5, 2026 |
|---|
| Object Detection | Diverse Weather Dataset (DWD) (test) | 53 | Jul 9, 2026 |
|---|
| Bird's Eye View Object Detection | KITTI (test) | 53 | Feb 26, 2026 |
|---|
| 3D Object Detection | (EGO+AUX1) 128-beam LiDAR (test) | 52 | May 27, 2026 |
|---|
| 3D Object Detection | V2X-Real EGO+AUX2 zero-shot 128-beam LiDAR | 52 | May 27, 2026 |
|---|
| Object Detection | Cityscapes low-data regime (val) | 52 | May 19, 2026 |
|---|
| 3D Object Detection | V2X-Sim | 52 | Apr 28, 2026 |
|---|
| Object Detection | CrowdHuman (val) | 52 | Feb 26, 2026 |
|---|
| Salient Object Detection | NLPR | 52 | Apr 21, 2026 |
|---|
| Salient Object Detection | NJUD | 52 | Apr 21, 2026 |
|---|
| Object Detection | ILSVRC weakly labeled categories 2013 (val2) | 52 | Feb 26, 2026 |
|---|
| Object Detection | CARLA simulator (test) | 51 | Mar 30, 2026 |
|---|
| Object Detection | Sim10k to Cityscapes | 51 | Feb 26, 2026 |
|---|