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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 |
|---|---|---|---|---|
| Multi-step Image Editing | 1 | 1 | Feb 20, 2026 | |
| oHCM detection | 1 | 1 | May 26, 2026 | |
| Object and Attribute Inference | 1 | 1 | Feb 20, 2026 | |
| 2D-to-3D Retrieval | 1 | 1 | Feb 18, 2026 | |
| Zero-shot super-resolution | 1 | 1 | Feb 18, 2026 | |
| Talking Face Editing | 1 | 1 | Feb 20, 2026 | |
| 3D Semantic Scene Graph Prediction | 1 | 1 | Feb 18, 2026 | |
| OCR Understanding | 1 | 1 | Feb 20, 2026 | |
| 1 |
| 1 |
| May 26, 2026 |
| Super-Resolution (x8 scale, BI degradation) | 1 | 1 | Feb 20, 2026 |
|---|
| UI Understanding and Structure Parsing | 1 | 1 | Feb 20, 2026 |
|---|
| Image Relevance Ranking | 1 | 1 | Feb 20, 2026 |
|---|
| Image-omic Classification | 1 | 1 | Feb 18, 2026 |
|---|
| NumberQA | 1 | 1 | Feb 20, 2026 |
|---|
| Value Compare | 1 | 1 | Feb 20, 2026 |
|---|
| Multimodal Industrial Anomaly Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Chart-to-Table | 1 | 1 | Feb 20, 2026 |
|---|
| SVBRDF Multi-view Consistency | 1 | 1 | Feb 20, 2026 |
|---|
| Document Image Question Answering | 1 | 1 | Feb 18, 2026 |
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| Base Color Prediction | 1 | 1 | Feb 20, 2026 |
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| Intrinsic Preview Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| PWML Segmentation | 1 | 1 | Feb 18, 2026 |
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| Speaking facial motion generation | 1 | 3 | Mar 27, 2026 |
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| Listening facial motion generation | 1 | 3 | Mar 27, 2026 |
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| Facial Animation | 1 | 1 | Feb 20, 2026 |
|---|