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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 1) | 223 | Feb 27, 2026 | ||
| 3D Object Detection | Waymo Open Dataset (val) | 219 | Jul 2, 2026 | ||
| Camouflaged Object Detection | COD10K | 217 | May 26, 2026 | ||
| Object Detection | MS COCO |
| 208 |
| May 27, 2026 |
| 3D Object Detection | nuScenes v1.0 (val) | 207 | Apr 16, 2026 |
|---|
| Camouflaged Object Detection | CHAMELEON | 207 | May 18, 2026 |
|---|
| Salient Object Detection | HKU-IS | 202 | Jul 1, 2026 |
|---|
| Few-shot Object Detection | CD-FSOD | 200 | Mar 31, 2026 |
|---|
| Object Detection | Cityscapes to Foggy Cityscapes (test) | 196 | Feb 26, 2026 |
|---|
| Salient Object Detection | PASCAL-S | 196 | Jun 26, 2026 |
|---|
| 3D Object Detection | nuScenes v1.0-trainval (val) | 191 | Jul 2, 2026 |
|---|
| Object Detection | LVIS (minival) | 188 | Jun 11, 2026 |
|---|
| Object Detection | COCO | 186 | May 12, 2026 |
|---|
| Object Detection | OV-COCO | 185 | Jul 3, 2026 |
|---|
| Object Detection | COCO (minival) | 184 | Feb 27, 2026 |
|---|
| Object Detection | PASCAL VOC Novel Set 3 | 175 | Feb 27, 2026 |
|---|
| Object Detection | LVIS (val) | 174 | Jul 1, 2026 |
|---|
| 3D Object Detection | SUN RGB-D (val) | 163 | Mar 5, 2026 |
|---|
| Object Detection | Foggy Cityscapes (test) | 161 | Jul 1, 2026 |
|---|
| Object Detection | V2X-Sim (test) | 155 | Apr 28, 2026 |
|---|
| Object Detection | VisDrone (val) | 155 | Jul 7, 2026 |
|---|
| Camouflaged Object Detection | CAMO (test) | 154 | May 26, 2026 |
|---|
| Salient Object Detection | PASCAL-S (test) | 149 | Feb 26, 2026 |
|---|
| 3D Object Detection | OPV2V | 148 | Jun 29, 2026 |
|---|
| Salient Object Detection | DUT-OMRON | 148 | Jun 19, 2026 |
|---|