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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 |
|---|---|---|---|---|
| Sketch Colorization | 1 | 1 | Feb 18, 2026 | |
| Polyp Re-identification | 1 | 1 | Feb 18, 2026 | |
| Photo-based avatar auto-creation | 1 | 1 | Feb 18, 2026 | |
| Polarization to Fluorescence Translation | 1 | 1 | Feb 18, 2026 | |
| Articulated part extraction | 1 | 1 | Feb 18, 2026 | |
| Sterility Breach Detection | 1 | 2 | Mar 11, 2026 | |
| Object Insertion Photorealism | 1 | 1 | Feb 18, 2026 | |
| Multimodal Visual Question Assessment | 1 | 1 | Feb 18, 2026 |
| EEG-based visual reconstruction | 1 | 1 | Mar 10, 2026 |
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| Ulcerative Colitis severity estimation | 1 | 1 | Feb 18, 2026 |
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| Cross-identity portrait animation | 1 | 1 | Feb 18, 2026 |
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| Video Perception and Reasoning | 1 | 1 | Feb 18, 2026 |
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| Ultrasound Strain Imaging | 1 | 1 | Feb 18, 2026 |
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| Edge point extraction | 1 | 1 | Feb 18, 2026 |
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| Referring Reasoning | 1 | 1 | Feb 18, 2026 |
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| Multi-future trajectory prediction | 1 | 1 | Feb 18, 2026 |
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| Audio-Visual Sound Segmentation | 1 | 2 | Mar 4, 2026 |
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| Audio-referred visual grounding | 1 | 1 | Feb 18, 2026 |
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| Object-based classification | 1 | 1 | Feb 18, 2026 |
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| Tumor Cellularity Assessment | 1 | 1 | Feb 18, 2026 |
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| Patch Classification and ROI Detection | 1 | 1 | Feb 18, 2026 |
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| 3D amodal object detection | 1 | 1 | Feb 18, 2026 |
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| 3D Layout and Shape Prediction | 1 | 1 | Feb 18, 2026 |
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| Graphic Layout Design | 1 | 1 | Feb 18, 2026 |
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| 3D Shape and Layout Prediction | 1 | 1 | Feb 18, 2026 |
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