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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Class-agnostic 2D object detection | 1 | 1 | Feb 18, 2026 | |
| Monocular 2D Object Detection | 1 | 1 | Feb 27, 2026 | |
| Multi-Object Detection | 1 | 1 | Feb 18, 2026 | |
| Multi-camera 3D Object Detection | 1 | 1 | Feb 18, 2026 | |
| High-Resolution Salient Object Detection | 1 | 1 | Feb 18, 2026 | |
| BEV Object Detection (Cyclist) | 1 | 1 | Feb 22, 2026 | |
| Multi-category object detection | 1 | 1 | Feb 18, 2026 | |
| Multi-class Object Detection | 1 | 1 | May 11, 2026 | |
| Multi-directional Object Detection | 1 |
| 1 |
| Feb 18, 2026 |
| Multispectral Object Detection | 1 | 1 | May 14, 2026 |
|---|
| 3D Object Detection Classification Calibration | 1 | 1 | May 8, 2026 |
|---|
| BEV Object Detection (Pedestrian) | 1 | 1 | Feb 22, 2026 |
|---|
| Multispectral Oriented Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| 2D Class-agnostic Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Object Detection (Targeted Attack) | 1 | 1 | Feb 18, 2026 |
|---|
| Batch incremental 3D object detection | 1 | 1 | Apr 10, 2026 |
|---|
| Object Detection Attack | 1 | 1 | Feb 18, 2026 |
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| Object Detection Explanation | 1 | 1 | Feb 18, 2026 |
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| Object Detection with Attribute Prediction | 1 | 1 | Feb 18, 2026 |
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| Object detection and instance segmentation | 1 | 1 | Feb 18, 2026 |
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| Cyclist 3D Object Detection | 1 | 1 | Feb 18, 2026 |
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| Object detection and obstacle avoidance | 1 | 1 | Feb 21, 2026 |
|---|
| 3D Object Detection (Cars) | 1 | 5 | Feb 22, 2026 |
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| 3D Video Object Detection | 1 | 1 | Mar 18, 2026 |
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| Bird's Eye View Object Detection (Car) | 1 | 4 | Feb 27, 2026 |
|---|