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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 |
|---|---|---|---|---|
| Full heart segmentation | 3 | 2 | May 12, 2026 | |
| Real-world Visual Question Answering | 3 | 25 | Jul 7, 2026 | |
| Facial Recognition | 3 | 2 | Jul 7, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| Open-Vocabulary Audio-Visual Event Localization | 3 | 2 | Jun 8, 2026 | |
| Image Projection | 3 | 2 | Feb 18, 2026 | |
| Re-localization | 3 | 1 | Feb 18, 2026 | |
| Domain Conversion Retrieval | 3 | 5 | Feb 27, 2026 | |
| Domain Verification |
| 3 |
| 1 |
| Feb 18, 2026 |
| Visual Harmfulness Evaluation | 3 | 1 | Mar 9, 2026 |
|---|
| Vehicle Classification | 3 | 3 | May 11, 2026 |
|---|
| Neutral Face Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Scene Graph Parsing | 3 | 1 | Feb 18, 2026 |
|---|
| Image Caption Evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Table Visual Question Answering | 3 | 4 | Apr 6, 2026 |
|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 |
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| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 |
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| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| SAR Image Despeckling | 3 | 2 | Feb 21, 2026 |
|---|
| Debiased image retrieval | 3 | 1 | Feb 27, 2026 |
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| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
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| 3D Dense Face Alignment | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Information Retrieval | 3 | 3 | Jun 11, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| Multi-modal Tracking | 3 | 2 | Mar 17, 2026 |
|---|