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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 |
|---|---|---|---|---|
| Audio-visual Zero-Shot Learning | 3 | 2 | Feb 27, 2026 | |
| Map extraction | 3 | 1 | Feb 18, 2026 | |
| RGB-D Object Tracking | 3 | 17 | Apr 15, 2026 | |
| 3D Cloth Decomposition | 3 | 1 | Feb 18, 2026 | |
| Shape Recovery | 3 | 3 | May 14, 2026 | |
| Angular Tracking | 3 | 1 | Feb 18, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Real-world Single Image Super-Resolution | 3 | 2 | May 25, 2026 | |
| Dynamic 3D Sketching | 3 |
| 1 |
| Feb 18, 2026 |
| Scene Text Spotting | 3 | 17 | Feb 24, 2026 |
|---|
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| Lightweight Image Super-Resolution | 3 | 1 | Feb 18, 2026 |
|---|
| Gaussian grayscale image denoising | 3 | 2 | Feb 18, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
|---|
| Biomarker Segmentation | 3 | 3 | Feb 18, 2026 |
|---|
| Single-Agent Motion Forecasting | 3 | 4 | Jul 8, 2026 |
|---|
| Hierarchical Image Retrieval | 3 | 1 | Feb 18, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| CAD reconstruction from multi-view images | 3 | 2 | Jun 4, 2026 |
|---|
| SfM registration | 3 | 1 | Feb 18, 2026 |
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| Video Reenactment | 3 | 2 | Feb 18, 2026 |
|---|
| Face UV Texture Recovery | 3 | 1 | Feb 18, 2026 |
|---|