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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 |
|---|---|---|---|---|---|
| Bird's eye view object detection | KITTI (val) | 25 | Feb 26, 2026 | ||
| 3D Object Detection | KITTI (train) | 24 | Jun 19, 2026 | ||
| 3D Object Detection | Waymo Open Dataset (WOD) (val) | 24 | May 25, 2026 | ||
| 3D Object Detection | Pi3DET Quadruped platform | 24 | May 14, 2026 | ||
| 3D Object Detection | Pi3DET Drone platform (test) |
| 24 |
| May 14, 2026 |
| 3D Object Detection | nuScenes LiDAR Motionblur | 24 | Apr 30, 2026 |
|---|
| 3D Object Detection | nuScenes Dark | 24 | Apr 30, 2026 |
|---|
| 3D Object Detection | nuScenes Camera Motionblur | 24 | Apr 30, 2026 |
|---|
| 3D Object Detection | nuScenes Camera Fog | 24 | Apr 30, 2026 |
|---|
| Open-set Object Detection | Cityscapes to BDD100k 5 novel categories | 24 | Apr 14, 2026 |
|---|
| Open-set Object Detection | Cityscapes to BDD100k 4 novel categories | 24 | Apr 14, 2026 |
|---|
| Open-set Object Detection | Cityscapes to BDD100k 3 novel categories | 24 | Apr 14, 2026 |
|---|
| Open-Vocabulary Object Detection | OV-LVIS v1.0 (val) | 24 | Jun 5, 2026 |
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| Object Detection | KITTI fog (150m severity) | 24 | Mar 30, 2026 |
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| Object Detection | KITTI fog (75m severity) | 24 | Mar 30, 2026 |
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| Object Detection | KITTI fog (50m severity) | 24 | Mar 30, 2026 |
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| Object Detection | COCO | 24 | Jul 8, 2026 |
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| Referring Object Detection | RefCOCO low-data (testB) | 24 | Mar 26, 2026 |
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| Referring Object Detection | RefCOCO low-data (testA) | 24 | Mar 26, 2026 |
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| Referring Object Detection | RefCOCO low-data (val) | 24 | Mar 26, 2026 |
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| Object Detection | APRICOT Untargeted | 24 | Mar 24, 2026 |
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| Object Detection | APRICOT Targeted | 24 | Mar 24, 2026 |
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| Object Detection | COCO mini 10% (val) | 24 | Mar 11, 2026 |
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| Object Detection | VisDrone (test-dev) | 24 | Jul 2, 2026 |
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| Monocular 3D Object Detection | Waymo Open Dataset 79 (val) | 24 | Feb 26, 2026 |
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