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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 |
|---|---|---|---|---|
| Fine-Grained Aesthetic Assessment (Pair-level) | 3 | 1 | Mar 5, 2026 | |
| Single-Agent Motion Forecasting | 3 | 4 | Jul 8, 2026 | |
| Real-world Single Image Super-Resolution | 3 | 2 | May 25, 2026 | |
| Video Trajectory Editing | 3 | 1 | Mar 4, 2026 | |
| Action Triplet Recognition | 3 | 5 | Feb 22, 2026 | |
| Car Counting | 3 | 5 | Feb 18, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| Face UV Texture Recovery | 3 | 1 | Feb 18, 2026 | |
| Long-term Visual Tracking |
| 3 |
| 3 |
| Feb 22, 2026 |
| SfM registration | 3 | 1 | Feb 18, 2026 |
|---|
| 2D gaze estimation | 3 | 1 | Feb 18, 2026 |
|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
|---|
| Non-rigid image editing | 3 | 2 | Feb 20, 2026 |
|---|
| Long-term Visual Object Tracking | 3 | 3 | Feb 22, 2026 |
|---|
| Document Visual Information Extraction (Document VQA format) | 3 | 1 | Feb 18, 2026 |
|---|
| Secret image extraction | 3 | 2 | Feb 18, 2026 |
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| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 |
|---|
| Image Rectangling | 3 | 2 | Feb 18, 2026 |
|---|
| Satellite Imagery Recognition | 3 | 1 | Feb 18, 2026 |
|---|
| Weather editing | 3 | 3 | May 28, 2026 |
|---|
| Out-of-domain Image Classification | 3 | 1 | Feb 18, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
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| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
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| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
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| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|