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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 | BDD100K | 88 | Apr 30, 2026 | ||
| Object Detection | PASCAL VOC Split 3 | 86 | Jun 9, 2026 | ||
| Object Detection | PASCAL VOC Split 2 | 86 | Jun 9, 2026 | ||
| Object Detection | PASCAL VOC Split 1 | 86 | Jun 9, 2026 | ||
| Object Detection | LLVIP (test) | 85 | Jul 1, 2026 | ||
| Object Detection | VisDrone 2019 (val) |
| 85 |
| Jun 24, 2026 |
| 3D Object Detection | KITTI (val) | 85 | Feb 26, 2026 |
|---|
| Object Detection | HRIPCB | 84 | Jun 2, 2026 |
|---|
| 3D Object Detection | TJ4DRadSet (test) | 84 | Jun 11, 2026 |
|---|
| 3D Object Detection | KITTI (test) | 83 | Feb 26, 2026 |
|---|
| Object Detection | MS-COCO 2017 (test) | 82 | Feb 26, 2026 |
|---|
| 3D Object Detection | View-of-Delft (VoD) In Driving Corridor (val) | 81 | Apr 7, 2026 |
|---|
| 3D Object Detection | SUN RGB-D v1 (val) | 81 | Feb 26, 2026 |
|---|
| Object Detection | MS COCO (test) | 81 | Feb 26, 2026 |
|---|
| 3D Object Detection | V2X-Real EGO+AUX1 1.0 (seen-pair) | 80 | May 27, 2026 |
|---|
| 3D Object Detection | V2X-Real EGO+AUX2 (unseen evaluation) | 80 | May 27, 2026 |
|---|
| 3D Object Detection | Place3D Adverse | 80 | Feb 26, 2026 |
|---|
| Object Detection | ODinW-35 | 79 | Apr 2, 2026 |
|---|
| Saliency Object Detection | SIP | 79 | Apr 21, 2026 |
|---|
| RGB-D Salient Object Detection | NJUD | 78 | Jul 1, 2026 |
|---|
| Salient Object Detection | HRSOD (test) | 78 | Mar 4, 2026 |
|---|
| Object Detection | OGSOD 2.0 (test) | 77 | Feb 26, 2026 |
|---|
| Object Detection | SpaceNet6 OTD-Fog (test) | 77 | Feb 26, 2026 |
|---|
| Salient Object Detection | NLPR (test) | 76 | Feb 26, 2026 |
|---|
| 3D Object Detection | ScanNet (val) | 75 | Mar 16, 2026 |
|---|