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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-class KL Grading | 1 | 1 | Feb 19, 2026 | |
| Vision-Language Autonomous Driving | 1 | 1 | Apr 23, 2026 | |
| Human Perception Regression | 1 | 1 | Apr 23, 2026 | |
| Imaging Platform Classification | 1 | 1 | Apr 23, 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 | |
| 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 |
|---|
| Shortcut detection | 1 | 1 | Feb 18, 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 |
|---|
| Retinal optic disc segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Frame Reconstruction | 1 | 1 | Feb 19, 2026 |
|---|
| Multimodal Multilabel Classification | 1 | 10 | Jun 4, 2026 |
|---|
| Non-rigid 3D Surface Registration | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-mask | 1 | 1 | Feb 19, 2026 |
|---|
| HER2 Classification | 1 | 1 | Feb 19, 2026 |
|---|
| Multimodal Multiclass Classification | 1 | 3 | Feb 18, 2026 |
|---|
| Camera-only 3D Object Detection | 1 | 1 | Feb 18, 2026 |
|---|