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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 |
|---|---|---|---|---|
| Image-Text Alignment Assessment | 1 | 1 | Feb 20, 2026 | |
| Colon Tissue Classification | 1 | 1 | Feb 18, 2026 | |
| Mastoidectomy shape prediction | 1 | 1 | Feb 20, 2026 | |
| Mastoidectomy Shape Segmentation | 1 | 1 | Feb 20, 2026 | |
| Image Attribution Evaluation | 1 | 1 | May 8, 2026 | |
| Bongard Problem Solution | 1 | 1 | Feb 19, 2026 | |
| Irregular segmentation of myocardial pathologies | 1 | 1 | May 8, 2026 | |
| Irregular structure segmentation | 1 | 1 | May 8, 2026 | |
| Visual Storytelling Consistency |
| 1 |
| 2 |
| Feb 20, 2026 |
| 3D Scene Annotation | 1 | 1 | Feb 20, 2026 |
|---|
| rPPG Heart Rate Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Lung Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Video Fill-in-the-Blank | 1 | 1 | Feb 18, 2026 |
|---|
| rPPG-based Heart Rate Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Time series pixel classification | 1 | 1 | Feb 20, 2026 |
|---|
| Part Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Remote Sensing Vision-Language Perception and Reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Distortion Recognition | 1 | 1 | Feb 20, 2026 |
|---|
| Lymphoma Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Period Dating | 1 | 1 | Feb 18, 2026 |
|---|
| Flood damage classification | 1 | 1 | Feb 20, 2026 |
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| Object and Attribute Inference | 1 | 1 | Feb 20, 2026 |
|---|
| Meningioma Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Super-Resolution (x4 scale, BI degradation) | 1 | 1 | Feb 20, 2026 |
|---|
| Super-Resolution (x4 scale, BD degradation) | 1 | 1 | Feb 20, 2026 |
|---|