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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 |
|---|---|---|---|---|
| Human keypoint localization | 1 | 1 | Feb 18, 2026 | |
| Visual Hallucination Mitigation | 1 | 1 | Feb 18, 2026 | |
| Social Group Activity Recognition | 1 | 1 | Feb 18, 2026 | |
| Focal Length | 1 | 1 | Feb 18, 2026 | |
| Temporal Question Grounding | 1 | 3 | Mar 31, 2026 | |
| Shutter Speed | 1 | 1 | Feb 18, 2026 | |
| 6DoF Object Pose Estimation | 1 | 1 | Feb 18, 2026 | |
| Color Temperature | 1 | 1 | Feb 18, 2026 | |
| 3D Human Reconstruction User Study | 1 |
| 1 |
| Feb 18, 2026 |
| Visual Question Answering (Perception + Reasoning) | 1 | 1 | Feb 18, 2026 |
|---|
| Vessel-level image quality assessment | 1 | 1 | Feb 18, 2026 |
|---|
| Camera Controllability | 1 | 2 | Feb 22, 2026 |
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| Audio-Visual Event Parsing | 1 | 1 | Feb 18, 2026 |
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| Class Discovery and Domain Generalization | 1 | 1 | Feb 18, 2026 |
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| SfM Registration (SE(3)) | 1 | 1 | Feb 18, 2026 |
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| SfM Registration (Sim(3)) | 1 | 1 | Feb 18, 2026 |
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| Object Pose Refinement | 1 | 1 | Feb 18, 2026 |
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| 1-way few-shot segmentation | 1 | 1 | Feb 18, 2026 |
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| Whole-body 3D Human Pose Estimation | 1 | 1 | Feb 18, 2026 |
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| Many-to-one MRI Synthesis (T1, FLAIR -> T2) | 1 | 2 | Feb 18, 2026 |
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| Subcrop-Caption Matching | 1 | 1 | Feb 18, 2026 |
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| Multi-organ segmentation on MRI | 1 | 1 | Feb 18, 2026 |
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| One-to-one MRI Synthesis (FLAIR -> T2) | 1 | 1 | Feb 18, 2026 |
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| Negative Caption Detection | 1 | 1 | Feb 18, 2026 |
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| Scanpath Similarity Analysis | 1 | 1 | Feb 18, 2026 |
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