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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 |
|---|---|---|---|---|
| People Number Estimation | 1 | 1 | Feb 18, 2026 | |
| Video Shadow Detection | 1 | 1 | Feb 18, 2026 | |
| Video Artifact Recognition | 1 | 1 | Feb 19, 2026 | |
| Video Perception Reasoning | 1 | 1 | Apr 21, 2026 | |
| Light classification | 1 | 1 | Feb 18, 2026 | |
| Object In-View Check | 1 | 1 | Feb 18, 2026 | |
| Suffix generation | 1 | 1 | Apr 21, 2026 | |
| PSFH Segmentation | 1 | 1 | Feb 19, 2026 | |
| Urban Localization |
| 1 |
| 1 |
| Feb 18, 2026 |
| Category-Agnostic Perceptual Artifact Detection | 1 | 1 | Feb 19, 2026 |
|---|
| Visual Grounding and Reasoning | 1 | 1 | Feb 19, 2026 |
|---|
| PCB Defect Analysis | 1 | 1 | Feb 19, 2026 |
|---|
| Image-to-Image Translation (Appearance Consistency) | 1 | 1 | Feb 19, 2026 |
|---|
| Image-to-Image Translation (Appearance Divergence) | 1 | 1 | Feb 19, 2026 |
|---|
| Bounding Box Extraction | 1 | 1 | Feb 18, 2026 |
|---|
| Grasp Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Dive Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Object Detection (Targeted Attack) | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Movie Genre Classification | 1 | 4 | Jun 30, 2026 |
|---|
| Illustration-to-render | 1 | 1 | Feb 18, 2026 |
|---|
| Temporal gaze prediction | 1 | 1 | Feb 19, 2026 |
|---|
| Image Quality Understanding | 1 | 1 | Feb 19, 2026 |
|---|
| Robotic Grasp Detection | 1 | 2 | Feb 18, 2026 |
|---|
| Video Quality Understanding | 1 | 1 | Feb 19, 2026 |
|---|
| Vessel Registration | 1 | 1 | Feb 19, 2026 |
|---|