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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 |
|---|---|---|---|---|
| Dynamic 3D Sketching | 3 | 1 | Feb 18, 2026 | |
| Face UV Texture Recovery | 3 | 1 | Feb 18, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| SfM registration | 3 | 1 | Feb 18, 2026 | |
| 2D gaze estimation | 3 | 1 | Feb 18, 2026 | |
| Human-Object Interaction Motion Generation | 3 | 3 | May 1, 2026 | |
| Real-world Single Image Super-Resolution | 3 | 2 | May 25, 2026 | |
| Document Visual Information Extraction (Document VQA format) | 3 | 1 | Feb 18, 2026 | |
| Concept Classification |
| 3 |
| 2 |
| Mar 24, 2026 |
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 |
|---|
| Personalized Scanpath Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Non-rigid image editing | 3 | 2 | Feb 20, 2026 |
|---|
| Situation Recognition | 3 | 4 | Feb 18, 2026 |
|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
|---|
| Face shape estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| Trajectory-guided video generation | 3 | 2 | Feb 20, 2026 |
|---|
| Direction Prediction | 3 | 2 | Jun 16, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
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| Visual Relation Detection | 3 | 4 | May 12, 2026 |
|---|
| Multimodal Hate Speech Detection | 3 | 4 | Jun 25, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Single-view 3D Scene Reconstruction | 3 | 3 | Jun 23, 2026 |
|---|
| Blood Vessel Segmentation | 3 | 3 | Jun 9, 2026 |
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| Single Object Video Segmentation | 3 | 2 | Feb 18, 2026 |
|---|