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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 |
|---|---|---|---|---|---|
| RGB-D Salient Object Detection | SIP (test) | 37 | Feb 26, 2026 | ||
| Open-World Object Detection | M-OWODB Task 1 | 36 | Jul 7, 2026 | ||
| Object Detection | Foggy Cityscapes F (test) | 36 | Feb 26, 2026 | ||
| 3D Object Detection | View-of-Delft (VoD) (val) | 36 | May 21, 2026 | ||
| Object Detection | iNatLoc | 36 | Feb 26, 2026 | ||
| RGB-D Salient Object Detection |
| LFSD (test) |
| 36 |
| Mar 24, 2026 |
| Object Detection | DIOR (test) | 36 | May 26, 2026 |
|---|
| Object Detection | Gen1 (test) | 36 | Jun 17, 2026 |
|---|
| 3D Object Detection | Waymo Open 100% (val) | 36 | Feb 26, 2026 |
|---|
| Object Detection | Tesla T4 GPU TensorRT 8.2 | 36 | Feb 26, 2026 |
|---|
| 3D Object Detection (Car) | KITTI (test) | 36 | Feb 26, 2026 |
|---|
| 3D Object Detection | KITTI (val) | 36 | Jun 24, 2026 |
|---|
| Object Detection | VisDrone | 36 | Apr 29, 2026 |
|---|
| Salient Object Detection | ORSI-4199 2022 (test) | 35 | Jul 7, 2026 |
|---|
| Object Detection | CARPK (test) | 35 | Jun 25, 2026 |
|---|
| Object Detection | PASCAL C | 35 | May 6, 2026 |
|---|
| Object Detection | D3 | 35 | Mar 30, 2026 |
|---|
| Object Detection | COCO-O | 35 | Mar 31, 2026 |
|---|
| Object Detection | Foggy Cityscapes 0.02 (test) | 35 | May 6, 2026 |
|---|
| Object Detection | DIOR-R | 35 | Mar 18, 2026 |
|---|
| 3D Object Detection | Waymo Open Dataset Level 2 | 35 | Feb 26, 2026 |
|---|
| Object Detection | LVIS 1.0 (minival) | 35 | Mar 10, 2026 |
|---|
| Object Detection | Cityscapes (val) | 35 | Jun 11, 2026 |
|---|
| Object Detection | KITTI (test) | 35 | Feb 26, 2026 |
|---|
| Object Detection | MSRS (test) | 34 | Feb 26, 2026 |
|---|