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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 |
|---|---|---|---|---|
| AU intensity estimation | 2 | 1 | Feb 18, 2026 | |
| Forensic Attribution | 2 | 2 | May 25, 2026 | |
| Yes/No Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 | |
| Manufacturing Cell Formation | 2 | 1 | Mar 17, 2026 | |
| Retinal Image Fusion | 2 | 1 | Feb 18, 2026 | |
| Open-ended Medical Visual Question Answering | 2 | 1 | Mar 17, 2026 | |
| Human motion controllability | 2 | 1 | Mar 16, 2026 | |
| spatial-text human motion controllability | 2 | 1 | Mar 16, 2026 | |
| Portrait Drawing Generation |
| 2 |
| 1 |
| Feb 18, 2026 |
| Hierarchical Semantic Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Chart-to-Code | 2 | 2 | Mar 17, 2026 |
|---|
| Constrained Translation | 2 | 1 | Feb 18, 2026 |
|---|
| Non-Target Adversarial Attack | 2 | 1 | Feb 18, 2026 |
|---|
| Defending against gradient-based attacks | 2 | 1 | Feb 18, 2026 |
|---|
| Image Inpainting (Expand mask) | 2 | 1 | Feb 21, 2026 |
|---|
| Factuality and Reasoning | 2 | 1 | Feb 18, 2026 |
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| Single-document Question Answering | 2 | 2 | Apr 21, 2026 |
|---|
| Binary Nuclei Segmentation and Detection | 2 | 1 | Feb 18, 2026 |
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| Fair Disease Diagnosis | 2 | 2 | Mar 18, 2026 |
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| Correlation analysis between PBVC and ΔMoCA | 2 | 1 | Mar 16, 2026 |
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| 3D Body Mesh Recovery | 2 | 7 | May 26, 2026 |
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| Streaming Video Reasoning | 2 | 2 | Apr 21, 2026 |
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| Fetal head standard plane localization | 2 | 1 | Feb 18, 2026 |
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| Imitation error detection | 2 | 1 | Mar 16, 2026 |
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| Universal Retrieval | 2 | 1 | Mar 16, 2026 |
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