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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 |
|---|---|---|---|---|
| Co-Salient Object Detection | 8 | 6 | Apr 2, 2026 | |
| 3D Object Detection (Vehicle) | 7 | 8 | Mar 31, 2026 | |
| Described Object Detection | 7 | 1 | Mar 24, 2026 | |
| Rotated Object Detection | 7 | 5 | May 6, 2026 | |
| Referred Object Detection | 7 | 3 | Jun 11, 2026 | |
| RGB-T Salient Object Detection | 7 | 7 | Jul 1, 2026 | |
| Domain Adaptive Object Detection | 6 | 2 | Feb 18, 2026 | |
| Weakly Supervised Object Detection | 6 | 5 | Apr 8, 2026 | |
| Bird's Eye View (BEV) Object Detection | 6 | 6 | Feb 27, 2026 |
| Generalized Object Detection | 5 | 2 | Feb 27, 2026 |
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| Saliency Object Detection | 5 | 7 | Apr 21, 2026 |
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| Radar Object Detection | 5 | 1 | Feb 20, 2026 |
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| Continual Object Detection | 5 | 2 | Apr 14, 2026 |
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| Concealed Object Detection | 5 | 6 | Feb 18, 2026 |
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| Zero-shot Object Detection | 5 | 6 | Jun 17, 2026 |
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| Outlier-aware Object Detection | 4 | 2 | Mar 10, 2026 |
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| Active Object Detection | 4 | 3 | Jun 5, 2026 |
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| 3D Object Detection (Pedestrian) | 4 | 9 | Feb 27, 2026 |
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| Co-saliency Object Detection | 4 | 3 | Feb 18, 2026 |
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| Collaborative Object Detection | 4 | 3 | May 29, 2026 |
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| Weakly Semi-Supervised Object Detection | 4 | 1 | Feb 18, 2026 |
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| Transparent Object Detection | 4 | 4 | May 18, 2026 |
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| Suspicious Object Detection | 4 | 1 | Feb 20, 2026 |
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| Cooperative Perception Object Detection | 4 | 1 | May 22, 2026 |
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| 3D object detection and tracking | 4 | 1 | Feb 21, 2026 |
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