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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 |
|---|---|---|---|---|
| Body Mass Estimation | 2 | 1 | Feb 21, 2026 | |
| Cornea Endothelial Cell Segmentation | 2 | 1 | Feb 18, 2026 | |
| Reasoning-informed Image Editing | 2 | 6 | Jul 3, 2026 | |
| Stereo Image Conversion | 2 | 2 | Jun 2, 2026 | |
| Thalamic Nuclei Segmentation | 2 | 1 | Feb 21, 2026 | |
| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 | |
| Semantic Video Segmentation | 2 | 3 | Feb 18, 2026 | |
| Distortion Correction | 2 | 1 | Feb 21, 2026 | |
| Eczema vs Psoriasis Classification |
| 2 |
| 1 |
| Feb 20, 2026 |
| Placenta Accreta Spectrum (PAS) Detection | 2 | 1 | Feb 21, 2026 |
|---|
| Screen Reference Resolution | 2 | 1 | Feb 18, 2026 |
|---|
| Malignant Lesion Detection | 2 | 1 | Feb 20, 2026 |
|---|
| Listener Task | 2 | 1 | Feb 18, 2026 |
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| Image Quality Description | 2 | 1 | Feb 20, 2026 |
|---|
| Boundary Tracking | 2 | 1 | Feb 21, 2026 |
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| Facial Image Quality Assessment | 2 | 1 | Feb 21, 2026 |
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| ROI Image Compression | 2 | 1 | Feb 21, 2026 |
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| Visual Abductive Reasoning | 2 | 1 | Feb 20, 2026 |
|---|
| All-Weather Image Restoration | 2 | 1 | Feb 20, 2026 |
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| Tiny Object Detection | 2 | 2 | Feb 27, 2026 |
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| CAD classification | 2 | 1 | Feb 21, 2026 |
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| Audio Localization | 2 | 1 | Feb 21, 2026 |
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| Source Count Estimation | 2 | 1 | Feb 21, 2026 |
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| Prostate MRI and histopathology image registration | 2 | 1 | Feb 18, 2026 |
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| Object Resize | 2 | 1 | Feb 20, 2026 |
|---|