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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 |
|---|---|---|---|---|
| XR-EmbodiedPlanning | 1 | 1 | Feb 18, 2026 | |
| Video Line Art Colorization | 1 | 1 | Feb 18, 2026 | |
| Visual Scene Reconstruction | 1 | 1 | Mar 10, 2026 | |
| CT Hemorrhage Classification | 1 | 1 | Feb 18, 2026 | |
| Pixel-level Reasoning Segmentation | 1 | 1 | Feb 18, 2026 | |
| Image-driven Style Transfer | 1 | 1 | Feb 18, 2026 | |
| CT Midline Shift Classification | 1 | 1 | Feb 18, 2026 | |
| Novel View Synthesis and Depth Reconstruction | 1 | 1 |
| Feb 18, 2026 |
| sRGB Noise Modeling | 1 | 2 | Feb 18, 2026 |
|---|
| Defense against toxic images | 1 | 1 | Feb 18, 2026 |
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| Spatial Transcriptomics Interpolation | 1 | 1 | Feb 18, 2026 |
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| Instance-wise part parsing | 1 | 1 | Feb 18, 2026 |
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| Multi-label Action Recognition | 1 | 1 | Feb 18, 2026 |
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| Neuro-trauma Finding Detection | 1 | 1 | Feb 18, 2026 |
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| Sketch Colorization | 1 | 1 | Feb 18, 2026 |
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| Photo-based avatar auto-creation | 1 | 1 | Feb 18, 2026 |
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| Polarization to Fluorescence Translation | 1 | 1 | Feb 18, 2026 |
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| Articulated part extraction | 1 | 1 | Feb 18, 2026 |
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| Sterility Breach Detection | 1 | 2 | Mar 11, 2026 |
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| Object Insertion Photorealism | 1 | 1 | Feb 18, 2026 |
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| Multimodal Visual Question Assessment | 1 | 1 | Feb 18, 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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