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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 |
|---|---|---|---|---|
| 5-way Cross-domain Classification | 1 | 2 | Feb 18, 2026 | |
| Online pose estimation | 1 | 1 | Feb 18, 2026 | |
| Denoising (sigma_y=0.5) | 1 | 1 | Feb 19, 2026 | |
| Dental Enumeration | 1 | 1 | Apr 20, 2026 | |
| Multi-weather Image Transformation | 1 | 1 | Feb 18, 2026 | |
| Instrument Detection and Tracking | 1 | 1 | Feb 19, 2026 | |
| Histopathology prostate cancer grading | 1 | 1 | Apr 20, 2026 | |
| MSI Status Classification | 1 | 1 | Feb 18, 2026 | |
| Multi-modal MRI Synthesis (T1+T1ce+FLAIR to T2) |
| 1 |
| 1 |
| Feb 18, 2026 |
| Text-to-Shape | 1 | 1 | Feb 19, 2026 |
|---|
| LPP Artifact Correction | 1 | 1 | Feb 19, 2026 |
|---|
| Close-set classification | 1 | 1 | Feb 18, 2026 |
|---|
| Image Modification | 1 | 1 | Feb 19, 2026 |
|---|
| Chart Recognition (Numerical Data Extraction) | 1 | 1 | Feb 27, 2026 |
|---|
| Chart Recognition (Structural Parsing) | 1 | 1 | Feb 27, 2026 |
|---|
| Sim-to-real adaptation | 1 | 1 | Feb 19, 2026 |
|---|
| Open-set Palmprint Recognition | 1 | 1 | Feb 19, 2026 |
|---|
| Open-set Palmprint Verification | 1 | 1 | Feb 19, 2026 |
|---|
| NH Dehazing | 1 | 1 | Feb 19, 2026 |
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| Demoire | 1 | 1 | Feb 19, 2026 |
|---|
| Defocus Deblur | 1 | 1 | Feb 19, 2026 |
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| Image Object Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| CTA Reconstruction | 1 | 1 | Feb 19, 2026 |
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| Image Shadow Detection | 1 | 1 | Feb 18, 2026 |
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| People Number Estimation | 1 | 1 | Feb 18, 2026 |
|---|