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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 |
|---|---|---|---|---|
| MRI-CT translation (T1 to CT) | 1 | 1 | Feb 18, 2026 | |
| Value Recognition | 1 | 1 | Feb 18, 2026 | |
| Movie Description | 1 | 1 | Feb 18, 2026 | |
| T2 to T1 MRI translation | 1 | 1 | Feb 18, 2026 | |
| Intra-subject cardiac registration | 1 | 2 | May 25, 2026 | |
| Line-level Handwriting Recognition | 1 | 1 | Feb 18, 2026 | |
| N-way K-shot classification | 1 | 1 | Feb 18, 2026 | |
| T1 to T2 MRI translation | 1 | 2 | Feb 19, 2026 | |
| Knee KL Grading |
| 1 |
| 1 |
| Feb 19, 2026 |
| PD to T1 MRI translation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-class KL Grading | 1 | 1 | Feb 19, 2026 |
|---|
| Influence Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Page-level Handwriting Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Potato Disease Classification | 1 | 1 | Feb 19, 2026 |
|---|
| T1 to PD MRI translation | 1 | 1 | Feb 18, 2026 |
|---|
| Maize Disease Classification | 1 | 1 | Feb 19, 2026 |
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| Sequence Recognition | 1 | 2 | Feb 18, 2026 |
|---|
| Objective Aesthetic Dimension Prediction | 1 | 1 | Feb 19, 2026 |
|---|
| PD to T2 MRI translation | 1 | 1 | Feb 18, 2026 |
|---|
| Subjective Aesthetic Dimension Classification | 1 | 1 | Feb 19, 2026 |
|---|
| T2 to PD MRI translation | 1 | 1 | Feb 18, 2026 |
|---|
| LoD Sketch Extraction (Detail Reduction) | 1 | 1 | Feb 19, 2026 |
|---|
| 3D human body pose and mesh estimation | 1 | 5 | Feb 18, 2026 |
|---|
| Coronary artery stenosis detection | 1 | 1 | Feb 19, 2026 |
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| Visual Perspective Taking | 1 | 1 | Feb 19, 2026 |
|---|