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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 |
|---|---|---|---|---|
| Geolocation Inference | 3 | 1 | Mar 4, 2026 | |
| Neural ISP | 3 | 1 | Feb 18, 2026 | |
| Human-Object Interaction Motion Generation | 3 | 3 | May 1, 2026 | |
| Compositional Action Recognition | 3 | 3 | Feb 18, 2026 | |
| One-class Out-of-Distribution Detection | 3 | 5 | Feb 18, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| Noise Modeling | 3 | 2 | Feb 18, 2026 | |
| Single-agent trajectory prediction | 3 | 1 | Mar 4, 2026 | |
| Food Recognition |
| 3 |
| 3 |
| May 8, 2026 |
| Answerability | 3 | 2 | Apr 30, 2026 |
|---|
| Unsupervised Depth and Defocus Learning | 3 | 1 | Feb 18, 2026 |
|---|
| Shape Recovery | 3 | 3 | May 14, 2026 |
|---|
| 3D Cloth Decomposition | 3 | 1 | Feb 18, 2026 |
|---|
| Real-world Single Image Super-Resolution | 3 | 2 | May 25, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Multi-label video classification | 3 | 4 | Feb 18, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
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| Dynamic 3D Sketching | 3 | 1 | Feb 18, 2026 |
|---|
| Bone surface segmentation | 3 | 2 | Feb 18, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Image Compressed Sensing | 3 | 4 | May 12, 2026 |
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| Stimulus Classification | 3 | 1 | Mar 4, 2026 |
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| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Handwriting Text Recognition | 3 | 1 | Feb 18, 2026 |
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| WWbL | 3 | 1 | Feb 18, 2026 |
|---|