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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 |
|---|---|---|---|---|
| 360-degree video saliency prediction | 1 | 1 | Feb 19, 2026 | |
| Street Name Recognition | 1 | 1 | Feb 18, 2026 | |
| Motion In-filling | 1 | 2 | Feb 18, 2026 | |
| Dual-pixel Defocus Deblurring | 1 | 1 | Feb 18, 2026 | |
| 2D cardiac MRI registration | 1 | 1 | Feb 20, 2026 | |
| Open-set Segmentation | 1 | 2 | Feb 20, 2026 | |
| Video Hallucination Assessment | 1 | 2 | May 12, 2026 | |
| Multimodal Perception and Grounding | 1 | 1 | Feb 20, 2026 | |
| Robot-to-human object handover |
| 1 |
| 1 |
| May 7, 2026 |
| Video Color Propagation | 1 | 1 | Feb 18, 2026 |
|---|
| Adversarial Attack on RGB-T Object Detection | 1 | 1 | May 7, 2026 |
|---|
| Adversarial Imperceptibility | 1 | 1 | Feb 19, 2026 |
|---|
| Compositional Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Rotational Symmetry Recognition | 1 | 1 | Feb 20, 2026 |
|---|
| Attribute Clustering | 1 | 1 | Feb 18, 2026 |
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| Open-Vocabulary Entity Grounding | 1 | 1 | Feb 18, 2026 |
|---|
| Auto White Balance | 1 | 1 | Feb 20, 2026 |
|---|
| View Synchronization | 1 | 1 | Feb 20, 2026 |
|---|
| Region-Based Anatomical Plausibility | 1 | 1 | Feb 20, 2026 |
|---|
| Plant Classification | 1 | 1 | Feb 20, 2026 |
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| 1:N (mixed media) Identification | 1 | 1 | Feb 18, 2026 |
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| IMU Classification | 1 | 1 | Feb 27, 2026 |
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| Keyframe Time Alignment | 1 | 1 | Feb 20, 2026 |
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| Facial Age Classification | 1 | 1 | Feb 18, 2026 |
|---|
| SSP Inversion | 1 | 1 | Feb 18, 2026 |
|---|