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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 |
|---|---|---|---|---|
| Calving front delineation | 1 | 1 | Feb 20, 2026 | |
| Disease Recognition | 1 | 1 | Feb 20, 2026 | |
| Pointing-with-prediction | 1 | 1 | Feb 18, 2026 | |
| Video-based Question Answering | 1 | 6 | Mar 20, 2026 | |
| Quantized Compressive Image Recovery | 1 | 1 | Feb 20, 2026 | |
| 3D Object Articulation Prediction | 1 | 1 | Feb 20, 2026 | |
| Mastoidectomy shape prediction | 1 | 1 | Feb 20, 2026 | |
| Mitral Regurgitation Detection | 1 | 1 | Feb 18, 2026 | |
| Monocular to Binocular Stereo Video Conversion |
| 1 |
| 1 |
| Feb 20, 2026 |
| MGMT methylation status classification | 1 | 1 | Feb 20, 2026 |
|---|
| Fracture Morphology Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Single-object Physical Backdoor Attack | 1 | 1 | Feb 20, 2026 |
|---|
| Vessel Motion Correction | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-step Image Editing | 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 |
|---|
| 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 |
|---|