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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 |
|---|---|---|---|---|
| Temporal Question Grounding | 1 | 3 | Mar 31, 2026 | |
| Semantic alignment between images and reports | 1 | 1 | Feb 18, 2026 | |
| Camera Parameter Estimation and NVS Quality | 1 | 1 | Feb 18, 2026 | |
| Concept Accuracy | 1 | 1 | Feb 18, 2026 | |
| 5-way cross-domain few-shot classification | 1 | 2 | Feb 19, 2026 | |
| Re-posing | 1 | 1 | Feb 18, 2026 | |
| Subactivity Classification | 1 | 1 | Feb 18, 2026 | |
| Oracle 3D Dense Captioning | 1 | 1 | Feb 18, 2026 | |
| Sub-activity Classification |
| 1 |
| 1 |
| Feb 18, 2026 |
| Controllable Scene Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Specular Albedo Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Text Editing | 1 | 1 | Feb 27, 2026 |
|---|
| Skinning Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Single-view 3D classification | 1 | 1 | Feb 18, 2026 |
|---|
| Curve Text Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Heavy Rain Streak Removal | 1 | 1 | Feb 18, 2026 |
|---|
| Skeleton-based Gesture Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Video Demoiréing (Temporal Consistency) | 1 | 1 | Feb 18, 2026 |
|---|
| Light rain streak removal | 1 | 1 | Feb 18, 2026 |
|---|
| White-box Adversarial Robustness | 1 | 1 | Feb 18, 2026 |
|---|
| COVID-19 Ventilation Prediction | 1 | 1 | Feb 18, 2026 |
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| Temporal Consistency in Depth Estimation | 1 | 1 | Feb 18, 2026 |
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| Clickability Prediction | 1 | 1 | Feb 18, 2026 |
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| Object category learning and recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Portrait Video Relighting | 1 | 1 | Feb 18, 2026 |
|---|