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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 |
|---|---|---|---|---|
| Medical Image-to-Image Translation (T1→FLAIR) | 1 | 1 | Feb 20, 2026 | |
| Rotation Profile tracking | 1 | 1 | May 8, 2026 | |
| 3D Body Mesh Regression | 1 | 1 | Feb 18, 2026 | |
| Covid/non-covid classification | 1 | 1 | Feb 18, 2026 | |
| Test-time Domain Adaptation | 1 | 1 | May 8, 2026 | |
| Open-ended caption generation | 1 | 1 | Feb 19, 2026 | |
| 3D Caricature Reconstruction | 1 | 1 | Feb 18, 2026 | |
| LaTeX Recognition | 1 | 1 | Feb 20, 2026 | |
| Mango Variety Detection |
|---|
| 1 |
| 1 |
| Feb 20, 2026 |
| Breast Tissue Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Crop Recognition | 1 | 2 | Apr 28, 2026 |
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| Disease Recognition | 1 | 1 | Feb 20, 2026 |
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| Image-Text Alignment Assessment | 1 | 1 | Feb 20, 2026 |
|---|
| Colon Tissue Classification | 1 | 1 | Feb 18, 2026 |
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| Mastoidectomy shape prediction | 1 | 1 | Feb 20, 2026 |
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| Mastoidectomy Shape Segmentation | 1 | 1 | Feb 20, 2026 |
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| 3D Scene Annotation | 1 | 1 | Feb 20, 2026 |
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| rPPG Heart Rate Estimation | 1 | 1 | Feb 20, 2026 |
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| Lung Tissue Classification | 1 | 1 | Feb 18, 2026 |
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| Video Fill-in-the-Blank | 1 | 1 | Feb 18, 2026 |
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| rPPG-based Heart Rate Estimation | 1 | 1 | Feb 20, 2026 |
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| Time series pixel classification | 1 | 1 | Feb 20, 2026 |
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| Part Prediction | 1 | 1 | Feb 18, 2026 |
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| Remote Sensing Vision-Language Perception and Reasoning | 1 | 1 | Feb 20, 2026 |
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| Distortion Recognition | 1 | 1 | Feb 20, 2026 |
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