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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 |
|---|---|---|---|---|
| Image-conditioned Object Detection | 2 | 1 | Feb 18, 2026 | |
| Small Object Detection | 2 | 1 | Jun 9, 2026 | |
| Indoor Object Detection | 2 | 2 | Feb 18, 2026 | |
| Category-agnostic object detection | 2 | 1 | May 7, 2026 | |
| Infrared Object Detection | 2 | 1 | May 22, 2026 | |
| Infrared Small Object Detection | 2 | 1 | Feb 20, 2026 | |
| Auto-Vocabulary 3D Object Detection | 2 | 1 | Feb 27, 2026 | |
| SAR Object Detection | 2 | 4 | Jun 1, 2026 | |
| Class-agnostic 3D Object Detection |
| 2 |
| 2 |
| Mar 16, 2026 |
| Monocular 3D Object Detection (Car) | 2 | 2 | Jun 30, 2026 |
|---|
| 3D Object Detection (Car) | 2 | 3 | Feb 22, 2026 |
|---|
| Open World Object Detection (Task 3) | 2 | 1 | Apr 1, 2026 |
|---|
| Open World Object Detection (Task 2) | 2 | 1 | Apr 1, 2026 |
|---|
| Referring Camouflaged Object Detection | 2 | 1 | Apr 14, 2026 |
|---|
| Object Detection Explanation Faithfulness | 2 | 1 | May 19, 2026 |
|---|
| 3D Object Detection Regression Calibration | 2 | 1 | May 8, 2026 |
|---|
| Observer-Centric Salient Object Detection | 2 | 1 | Feb 19, 2026 |
|---|
| Bird's Eye View 3D Object Detection | 2 | 2 | Feb 18, 2026 |
|---|
| One-shot Object Detection | 2 | 1 | May 7, 2026 |
|---|
| Object detection and segmentation | 2 | 2 | Jun 23, 2026 |
|---|
| Dense Object Detection | 2 | 3 | Jul 8, 2026 |
|---|
| Diverse Object Detection | 2 | 1 | Feb 27, 2026 |
|---|
| Event-based object detection | 2 | 1 | Feb 18, 2026 |
|---|
| Fine-Grained Open-Vocabulary Object Detection | 2 | 4 | Mar 31, 2026 |
|---|
| Bird-Eye-View (BEV) Object Detection | 2 | 2 | Feb 18, 2026 |
|---|