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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 |
|---|---|---|---|---|
| Resection plane estimation | 5 | 1 | Feb 18, 2026 | |
| Visualization Generation | 5 | 2 | Apr 14, 2026 | |
| Pneumonia Detection | 5 | 5 | Feb 22, 2026 | |
| Event-based rotational Visual Odometry | 5 | 1 | Feb 18, 2026 | |
| Image-to-recipe retrieval | 5 | 6 | Apr 20, 2026 | |
| Recipe-to-image retrieval | 5 | 6 | Apr 20, 2026 | |
| Diabetic Retinopathy (DR) grading | 5 | 3 | Mar 16, 2026 | |
| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 | |
| Low-light raw denoising |
| 5 |
| 2 |
| Feb 18, 2026 |
| Secret recovery | 5 | 3 | Apr 7, 2026 |
|---|
| Nodule Classification | 5 | 2 | Jun 23, 2026 |
|---|
| Action Caption | 5 | 1 | Feb 25, 2026 |
|---|
| Vision-Language Compositionality | 5 | 3 | Jun 23, 2026 |
|---|
| Cooperative Perception | 5 | 3 | May 4, 2026 |
|---|
| General Visual Reasoning | 5 | 9 | Jul 2, 2026 |
|---|
| Monocular 3D Detection | 5 | 4 | Mar 31, 2026 |
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| Social Gaze Prediction | 5 | 2 | May 27, 2026 |
|---|
| 3D clothed human reconstruction | 5 | 4 | May 26, 2026 |
|---|
| Foil Detection | 5 | 1 | Feb 18, 2026 |
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| Forgery Reasoning | 5 | 2 | Mar 10, 2026 |
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| Training dataset class prediction | 5 | 1 | Feb 18, 2026 |
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| Hyperspectral Reconstruction | 5 | 4 | Jun 4, 2026 |
|---|
| Multi-class Segmentation | 5 | 4 | Mar 20, 2026 |
|---|
| Unsupervised Image Clustering | 5 | 2 | Feb 18, 2026 |
|---|
| RGB to RAW reconstruction | 5 | 2 | Feb 19, 2026 |
|---|