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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 |
|---|---|---|---|---|
| Video-to-Video lip-syncing | 2 | 1 | Feb 19, 2026 | |
| Image Recombination | 2 | 1 | Feb 19, 2026 | |
| Grounded video description | 2 | 1 | Feb 18, 2026 | |
| Multi-class Alzheimer's Disease Classification | 2 | 1 | Feb 19, 2026 | |
| Image-to-Brain Signal Generation | 2 | 1 | Feb 22, 2026 | |
| High Dynamic Range Imaging | 2 | 2 | May 28, 2026 | |
| Binary Alzheimer's Disease Classification (CN vs. AD) | 2 | 1 | Feb 19, 2026 | |
| Image Labeling | 2 | 1 | Feb 22, 2026 | |
| Motion Understanding and Temporal Reasoning |
| 2 |
| 1 |
| Feb 22, 2026 |
| Long-form video understanding and instruction following | 2 | 1 | Feb 22, 2026 |
|---|
| Whole-slide image visual-question answering | 2 | 2 | Jun 9, 2026 |
|---|
| Unsupervised 3D Object Detection | 2 | 2 | Apr 14, 2026 |
|---|
| 3D Interacting Hand Pose Estimation | 2 | 5 | Feb 18, 2026 |
|---|
| Extrapolation Detection | 2 | 1 | Feb 22, 2026 |
|---|
| Crack Restoration | 2 | 1 | Feb 22, 2026 |
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| Max Pooling 3D | 2 | 1 | Feb 27, 2026 |
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| Video Corpus Understanding | 2 | 1 | Feb 22, 2026 |
|---|
| Robotic Video Question Answering | 2 | 2 | Mar 4, 2026 |
|---|
| Ablation Study (Novel Pose Synthesis) | 2 | 1 | Feb 18, 2026 |
|---|
| Underwater light field image enhancement | 2 | 1 | Feb 19, 2026 |
|---|
| Streamline Classification | 2 | 1 | Feb 22, 2026 |
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| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 |
|---|
| Single-image Morphing Attack Detection | 2 | 1 | Feb 19, 2026 |
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| Sketch-to-Real Person Re-identification | 2 | 1 | Feb 22, 2026 |
|---|
| Person re-ID | 2 | 1 | Feb 18, 2026 |
|---|