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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 |
|---|---|---|---|---|
| Multi-view Driving Video Generation | 1 | 1 | Feb 20, 2026 | |
| Recurrence Segmentation Coverage Prediction | 1 | 1 | Feb 18, 2026 | |
| Fundus Image Registration | 1 | 1 | Feb 20, 2026 | |
| Computer Vision Perception | 1 | 3 | Apr 10, 2026 | |
| Fair Visual Classification | 1 | 1 | May 28, 2026 | |
| Scene Structure Perception | 1 | 1 | Feb 18, 2026 | |
| OCR-centric visual reasoning | 1 | 1 | Feb 20, 2026 | |
| Instance Segmentation Tracking | 1 | 3 | Feb 18, 2026 | |
| 1 |
| 1 |
| Feb 18, 2026 |
| Echocardiogram Video Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Image Prompt Alignment | 1 | 1 | Feb 20, 2026 |
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| Multi-Aspect Video Quality Assessment | 1 | 1 | Feb 20, 2026 |
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| Category and SubCategory Recognition | 1 | 1 | Feb 18, 2026 |
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| 3D Multiple Abdominal Organ Segmentation | 1 | 1 | Feb 18, 2026 |
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| Frame-level attribute tagging | 1 | 1 | Feb 20, 2026 |
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| 4D Human-Object Reconstruction | 1 | 1 | Feb 20, 2026 |
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| 4D human-object interaction reconstruction | 1 | 3 | May 15, 2026 |
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| Fashion Captioning | 1 | 1 | Feb 18, 2026 |
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| Parity classification | 1 | 1 | Feb 18, 2026 |
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| Irradiance Estimation | 1 | 1 | Feb 20, 2026 |
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| Vitiligo Segmentation | 1 | 1 | Feb 20, 2026 |
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| 2D Dance Pose Generation | 1 | 1 | Feb 20, 2026 |
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| Weakly Supervised Class Localization | 1 | 1 | Feb 18, 2026 |
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| Background Image Editing | 1 | 1 | Feb 20, 2026 |
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| Tone Transfer Image Editing | 1 | 1 | Feb 20, 2026 |
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