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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 |
|---|---|---|---|---|
| Bounding Box Extraction | 1 | 1 | Feb 18, 2026 | |
| Grasp Prediction | 1 | 1 | Feb 18, 2026 | |
| Dive Recognition | 1 | 1 | Feb 18, 2026 | |
| Object Detection (Targeted Attack) | 1 | 1 | Feb 18, 2026 | |
| Multiview Scene Graph Generation | 1 | 1 | Apr 21, 2026 | |
| Multimodal Movie Genre Classification | 1 | 4 | Jun 30, 2026 | |
| 3D Sound Event Localization and Detection | 1 | 1 | Apr 21, 2026 | |
| Illustration-to-render | 1 | 1 | Feb 18, 2026 | |
| Temporal gaze prediction |
|---|
| 1 |
| 1 |
| Feb 19, 2026 |
| Image Quality Understanding | 1 | 1 | Feb 19, 2026 |
|---|
| Robotic Grasp Detection | 1 | 2 | Feb 18, 2026 |
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| Video Quality Understanding | 1 | 1 | Feb 19, 2026 |
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| Vessel Registration | 1 | 1 | Feb 19, 2026 |
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| MRI Contrast Translation (T2 to T1) | 1 | 1 | Feb 18, 2026 |
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| Smiling Facial Attribute Editing | 1 | 1 | Feb 19, 2026 |
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| Image Classification/Detection | 1 | 1 | Feb 18, 2026 |
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| MRI Contrast Translation (T1 to T2) | 1 | 1 | Feb 18, 2026 |
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| Sad Facial Attribute Editing | 1 | 1 | Feb 19, 2026 |
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| MRI Contrast Translation (FLAIR to T1) | 1 | 1 | Feb 18, 2026 |
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| Tanned Facial Attribute Editing | 1 | 1 | Feb 19, 2026 |
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| MRI Contrast Translation (T1 to FLAIR) | 1 | 1 | Feb 18, 2026 |
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| Image Reconstruction from fMRI | 1 | 1 | Feb 19, 2026 |
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| MRI Contrast Translation (FLAIR to T2) | 1 | 1 | Feb 18, 2026 |
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| Out-of-domain Image Captioning | 1 | 1 | Feb 19, 2026 |
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| Video Alignment | 1 | 4 | Feb 18, 2026 |
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