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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 |
|---|---|---|---|---|
| Visual Abductive Reasoning | 2 | 1 | Feb 20, 2026 | |
| All-Weather Image Restoration | 2 | 1 | Feb 20, 2026 | |
| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 | |
| Tiny Object Detection | 2 | 2 | Feb 27, 2026 | |
| Body Mass Estimation | 2 | 1 | Feb 21, 2026 | |
| Prostate MRI and histopathology image registration | 2 | 1 | Feb 18, 2026 | |
| Object Resize | 2 | 1 | Feb 20, 2026 | |
| Placenta Accreta Spectrum (PAS) Detection | 2 | 1 | Feb 21, 2026 | |
| Distortion Correction |
| 2 |
| 1 |
| Feb 21, 2026 |
| Flood Inundation Mapping | 2 | 1 | Feb 20, 2026 |
|---|
| Robust Watermarking | 2 | 2 | May 26, 2026 |
|---|
| Knee Osteoarthritis Severity Grading | 2 | 2 | Apr 28, 2026 |
|---|
| Automatic Visual Speech Recognition | 2 | 1 | Feb 18, 2026 |
|---|
| Continual Concept Learning | 2 | 2 | Feb 21, 2026 |
|---|
| Talking Head Reenactment | 2 | 1 | Feb 20, 2026 |
|---|
| Facial Image Quality Assessment | 2 | 1 | Feb 21, 2026 |
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| Egocentric visual attention prediction | 2 | 1 | Feb 20, 2026 |
|---|
| Boundary Tracking | 2 | 1 | Feb 21, 2026 |
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| Scene Detection | 2 | 2 | Feb 22, 2026 |
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| CAD classification | 2 | 1 | Feb 21, 2026 |
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| ROI Image Compression | 2 | 1 | Feb 21, 2026 |
|---|
| Audio Localization | 2 | 1 | Feb 21, 2026 |
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| JPEG artifacts removal | 2 | 2 | Feb 18, 2026 |
|---|
| Deepfake Localization | 2 | 2 | Apr 28, 2026 |
|---|
| Open-Set Domain Adaptation Semantic Segmentation | 2 | 1 | Feb 20, 2026 |
|---|