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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 |
|---|---|---|---|---|
| Object Detection | 1,988 | 1,808 | Jul 9, 2026 | |
| 3D Object Detection | 603 | 553 | Jul 8, 2026 | |
| Salient Object Detection | 156 | 101 | Jul 7, 2026 | |
| Camouflaged Object Detection | 79 | 56 | Jul 7, 2026 | |
| Oriented Object Detection | 61 | 63 | Jun 30, 2026 | |
| Open World Object Detection | 32 | 10 | Jul 7, 2026 | |
| Video Salient Object Detection | 31 | 10 | Jul 1, 2026 | |
| Open-vocabulary object detection | 27 | 27 | Jun 9, 2026 | |
| RGB-D Salient Object Detection | 26 | 31 | Jul 1, 2026 | |
| Incremental Object Detection |
|---|
| 26 |
| 10 |
| Jul 7, 2026 |
| 2D Object Detection | 24 | 22 | May 29, 2026 |
|---|
| Monocular 3D Object Detection | 22 | 19 | Jun 30, 2026 |
|---|
| Collaborative 3D Object Detection | 17 | 5 | Jun 4, 2026 |
|---|
| Few-shot Object Detection | 16 | 16 | Mar 31, 2026 |
|---|
| BEV Object Detection | 16 | 20 | Apr 3, 2026 |
|---|
| Referring Object Detection | 14 | 1 | Mar 26, 2026 |
|---|
| Open-Set Object Detection | 13 | 3 | Apr 14, 2026 |
|---|
| Video Object Detection | 12 | 29 | May 18, 2026 |
|---|
| Generalized Few-Shot Object Detection | 12 | 4 | Feb 27, 2026 |
|---|
| Class-agnostic Object Detection | 11 | 4 | Feb 27, 2026 |
|---|
| Single Object Detection | 9 | 6 | Apr 7, 2026 |
|---|
| Bird's eye view object detection | 9 | 23 | Mar 31, 2026 |
|---|
| Co-Salient Object Detection | 8 | 6 | Apr 2, 2026 |
|---|
| Video Camouflaged Object Detection | 8 | 6 | Jul 1, 2026 |
|---|
| Personalized Object Detection | 8 | 1 | Jun 24, 2026 |
|---|