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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 |
|---|---|---|---|---|
| Segmentation-to-Image Synthesis | 2 | 2 | Feb 18, 2026 | |
| Robot Hand Manipulation | 2 | 1 | Mar 18, 2026 | |
| Glass-like object segmentation | 2 | 1 | Feb 18, 2026 | |
| Overlapping Region Prediction | 2 | 2 | Apr 14, 2026 | |
| Object Concealment | 2 | 1 | Mar 18, 2026 | |
| Multi-label Fundus Image Segmentation | 2 | 1 | Feb 18, 2026 | |
| COVID19 Infection Segmentation | 2 | 1 | Feb 18, 2026 | |
| Directional Hearing | 2 | 1 | Feb 18, 2026 | |
| 3-way classification |
| 2 |
| 2 |
| May 13, 2026 |
| 3D Medical Shape Disentanglement | 2 | 1 | Mar 18, 2026 |
|---|
| Recommendation System Efficiency | 2 | 1 | Feb 18, 2026 |
|---|
| Customized Text-to-Image Generation | 2 | 2 | Apr 13, 2026 |
|---|
| Rewriting | 2 | 2 | May 1, 2026 |
|---|
| Multi-Behaviour Recommendation | 2 | 1 | Feb 18, 2026 |
|---|
| Human point cloud correspondence | 2 | 1 | Feb 27, 2026 |
|---|
| Bug Identification | 2 | 1 | Feb 18, 2026 |
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| Compliance Classification | 2 | 2 | May 25, 2026 |
|---|
| Multi-Evidence Aggregation | 2 | 2 | Mar 18, 2026 |
|---|
| Global Longitudinal Strain calculation | 2 | 1 | Feb 18, 2026 |
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| Backdoor Rectification | 2 | 1 | Mar 18, 2026 |
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| Clothing Model Generation | 2 | 1 | Feb 18, 2026 |
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| 3D Deformable Image Registration | 2 | 1 | Mar 18, 2026 |
|---|
| Multi-hop Logical Query Answering | 2 | 2 | Feb 18, 2026 |
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| Panoramic Quality Assessment | 2 | 1 | Feb 18, 2026 |
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| Dynamic Manipulation | 2 | 3 | Jul 7, 2026 |
|---|