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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 | PASCAL VOC Novel Set 3 2007+2012 | 139 | Feb 27, 2026 | ||
| Object Detection | COCO | 137 | Apr 21, 2026 | ||
| RGB-D Salient Object Detection | NJU2K (test) | 137 | Feb 26, 2026 | ||
| Salient Object Detection | HKU-IS (test) |
| 137 |
| Feb 26, 2026 |
| Object Detection | Cityscapes | 136 | May 19, 2026 |
|---|
| RGB-D Salient Object Detection | SIP | 134 | Jun 26, 2026 |
|---|
| Object Detection | MS COCO novel classes | 132 | Feb 27, 2026 |
|---|
| Object Detection | COCO mini (val) | 132 | Apr 2, 2026 |
|---|
| 3D Object Detection | ScanNet | 127 | Mar 10, 2026 |
|---|
| Object Detection | PASCAL VOC | 126 | May 13, 2026 |
|---|
| Object Detection | Pascal VOC (Novel Split 3) | 125 | Jun 23, 2026 |
|---|
| Object Detection | Pascal VOC (Novel Split 2) | 125 | Jun 23, 2026 |
|---|
| Object Detection | MS COCO novel classes 2017 (val) | 123 | Feb 27, 2026 |
|---|
| RGB-D Salient Object Detection | LFSD | 122 | Feb 26, 2026 |
|---|
| Object Detection | LVIS mini (val) | 120 | May 6, 2026 |
|---|
| 3D Object Detection | Argoverse 2 (val) | 120 | Jun 16, 2026 |
|---|
| 3D Object Detection | DAIR-V2X | 117 | Mar 25, 2026 |
|---|
| 3D Object Detection | View-of-Delft (VoD) Entire Annotated Area (val) | 115 | Apr 7, 2026 |
|---|
| Object Detection | Watercolor2k (test) | 113 | Feb 27, 2026 |
|---|
| Object Detection | PASCAL VOC Set 2 (novel) | 110 | Feb 26, 2026 |
|---|
| 3D Object Detection | KITTI Car (val) | 110 | Mar 11, 2026 |
|---|
| Object Detection | AI-TOD (test) | 109 | Jun 30, 2026 |
|---|
| Object Detection | LLVIP | 109 | May 12, 2026 |
|---|
| 3D Object Detection | DAIR-V2X 14 (test) | 107 | Apr 3, 2026 |
|---|
| 3D Object Detection | SUN RGB-D | 107 | Jun 2, 2026 |
|---|