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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 |
|---|---|---|---|---|
| Mathematical Visual Reasoning | 1 | 1 | Jun 5, 2026 | |
| Outlier-aware Semantic Segmentation | 1 | 1 | Feb 18, 2026 | |
| Partner Motion Prediction | 1 | 1 | Feb 20, 2026 | |
| Visual Offline Reinforcement Learning | 1 | 1 | Feb 18, 2026 | |
| Multi-subject video motion transfer | 1 | 1 | Feb 20, 2026 | |
| 2D action recognition | 1 | 1 | Feb 18, 2026 | |
| Aerial Visual Reasoning | 1 | 1 | Feb 20, 2026 | |
| 20-way 5-shot Classification | 1 | 3 | Feb 22, 2026 | |
| 3D Pose Lifting |
| 1 |
| 1 |
| Feb 18, 2026 |
| Animal Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Aerial Visual Grounding | 1 | 1 | Feb 20, 2026 |
|---|
| 8 grouped facial attributes classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-discipline Evaluation | 1 | 1 | Jun 8, 2026 |
|---|
| Textual Explanation Semantic Consistency | 1 | 1 | Feb 20, 2026 |
|---|
| Infant Pose Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Robotic Bin Picking | 1 | 1 | Feb 20, 2026 |
|---|
| Regional disease detection | 1 | 1 | Feb 20, 2026 |
|---|
| Chart-to-code translation | 1 | 1 | Feb 20, 2026 |
|---|
| Chart spatial understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Image Editing (Edit Consistency) | 1 | 1 | Feb 20, 2026 |
|---|
| Image Editing (Source Integrity) | 1 | 1 | Feb 20, 2026 |
|---|
| Fine-grained Image-Text Alignment | 1 | 1 | Feb 20, 2026 |
|---|
| Clothing-Change Person Re-identification | 1 | 2 | Apr 23, 2026 |
|---|
| Seg-to-Image Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Image-to-Depth Estimation | 1 | 1 | Feb 18, 2026 |
|---|