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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 |
|---|---|---|---|---|
| Video-driven portrait animation (Cross Reenactment) | 1 | 1 | Feb 18, 2026 | |
| Subjective Image Quality Assessment | 1 | 2 | Feb 18, 2026 | |
| Translation Recovery | 1 | 1 | Feb 18, 2026 | |
| CUA classification | 1 | 1 | Feb 18, 2026 | |
| Translation and Rotation Recovery | 1 | 1 | Feb 18, 2026 | |
| Material Recovery | 1 | 1 | Feb 18, 2026 | |
| Environment Map Recovery | 1 | 1 | Feb 18, 2026 | |
| Video Frame Classification | 1 | 1 | Feb 18, 2026 | |
| Temporal Anomaly Localization |
| 1 |
| 2 |
| Mar 4, 2026 |
| Fine-grained Machine Unlearning | 1 | 1 | Feb 18, 2026 |
|---|
| Coarse-grained Unlearning | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-view video understanding | 1 | 1 | Feb 18, 2026 |
|---|
| Embedding Trustworthiness | 1 | 1 | Feb 18, 2026 |
|---|
| Birds' Eye View | 1 | 1 | Feb 25, 2026 |
|---|
| Skeleton Hand Gesture Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Motion behavior comprehension | 1 | 1 | Feb 18, 2026 |
|---|
| Identity-Preserving Text-to-Video | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-reference Image Super-resolution | 1 | 1 | Feb 18, 2026 |
|---|
| Motion Description | 1 | 4 | Feb 27, 2026 |
|---|
| Road Topology Understanding | 1 | 1 | Feb 18, 2026 |
|---|
| Keyframe Selection | 1 | 1 | Feb 18, 2026 |
|---|
| Ego-action Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Agent Trajectory Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Text-Based Human Motion Editing | 1 | 1 | Feb 18, 2026 |
|---|
| Body Part Detection | 1 | 1 | Feb 18, 2026 |
|---|