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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 | DroneVehicle | 67 | Jul 7, 2026 | ||
| Object Detection | Foggy Cityscapes (val) | 67 | Feb 26, 2026 | ||
| Oriented Object Detection | DIOR-R | 67 | May 6, 2026 | ||
| Object Detection | DeepPCB 1.0 (test) | 66 | Jun 2, 2026 | ||
| Rotated Object Detection | DOTA 1.0 (test) |
| 66 |
| Mar 16, 2026 |
| Object Detection | BDD100K (Nighttime) | 66 | Apr 21, 2026 |
|---|
| 3D Object Detection | ScanNet V2 | 66 | Apr 21, 2026 |
|---|
| Object Detection | COCO | 66 | Mar 31, 2026 |
|---|
| Few-Shot Object Detection | Pascal VOC | 65 | Feb 26, 2026 |
|---|
| Camouflaged Object Detection | CAMO 250 (test) | 65 | May 26, 2026 |
|---|
| 3D Object Detection | KITTI Cyclist (test) | 65 | Jun 24, 2026 |
|---|
| 3D Object Detection | OPV2V 13 (test) | 64 | Apr 3, 2026 |
|---|
| Object Detection | COCO standard 2017 (train val) | 64 | Feb 26, 2026 |
|---|
| Object Detection | PASCAL VOC to Water Color (test) | 64 | Feb 26, 2026 |
|---|
| 3D Object Detection | SUN RGB-D (test) | 64 | Feb 26, 2026 |
|---|
| Object Detection | MS COCO | 63 | Jul 7, 2026 |
|---|
| Object Detection | DAIR-V2X | 63 | May 19, 2026 |
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| 3D Object Detection | ONCE (val) | 63 | May 18, 2026 |
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| Object Detection | DIOR | 62 | Apr 21, 2026 |
|---|
| Object Detection | KITTI → Cityscapes (test) | 62 | Feb 26, 2026 |
|---|
| Object Detection | Comic2k (test) | 62 | Feb 27, 2026 |
|---|
| 3D Object Detection | KITTI (test) | 61 | Feb 26, 2026 |
|---|
| Object Detection | PASCAL VOC to Clipart target domain | 61 | Feb 26, 2026 |
|---|
| Object Detection | LVIS v0.5 (val) | 61 | Feb 27, 2026 |
|---|
| Salient Object Detection | PASCAL-S 850 images (test) | 61 | May 26, 2026 |
|---|