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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 |
|---|---|---|---|---|
| Damage Localization | 4 | 2 | May 21, 2026 | |
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| Proficiency estimation | 4 | 6 | Jun 17, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| Object-level Anomaly Detection | 4 | 8 | Mar 27, 2026 | |
| Cross-domain prompts generalization | 4 | 1 | Feb 18, 2026 | |
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 | |
| Face Retouching |
| 4 |
| 1 |
| Mar 4, 2026 |
| Vertebra Identification | 4 | 2 | Feb 18, 2026 |
|---|
| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
|---|
| Text-image alignment | 4 | 4 | May 8, 2026 |
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| Multi-modal Sentiment Analysis Classification (MSAC) | 4 | 1 | Feb 18, 2026 |
|---|
| Ripeness Prediction | 4 | 1 | Feb 18, 2026 |
|---|
| Normal Reconstruction | 4 | 3 | Mar 4, 2026 |
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| Articulated Object Reconstruction and Motion Estimation | 4 | 5 | May 26, 2026 |
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| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
|---|
| Asymmetric classification | 4 | 1 | Feb 18, 2026 |
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| Unsupervised Activity Segmentation | 4 | 2 | Feb 18, 2026 |
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| Image-level Continual Anomaly Detection | 4 | 1 | Feb 18, 2026 |
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| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
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| Breast Cancer Segmentation | 4 | 3 | Mar 13, 2026 |
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| Retinal Fluid Segmentation | 4 | 2 | Feb 18, 2026 |
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| Wide-angle portrait correction | 4 | 2 | Feb 18, 2026 |
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| Fashion Retrieval | 4 | 2 | Feb 18, 2026 |
|---|