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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 |
|---|---|---|---|---|
| Pathogen Detection | 3 | 2 | Feb 19, 2026 | |
| Facial Retargeting | 3 | 1 | Feb 20, 2026 | |
| Anatomical Segmentation | 3 | 2 | Mar 11, 2026 | |
| Echocardiographic diagnosis | 3 | 1 | Feb 20, 2026 | |
| Transit simulation | 3 | 1 | Jun 5, 2026 | |
| Concept Unlearning Preservation | 3 | 1 | Feb 20, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Scene Extrapolation | 3 | 1 | Feb 18, 2026 | |
| Text-to-image Style Transfer | 3 | 3 | Jul 7, 2026 |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Hierarchical Seating Allocation | 3 | 1 | Feb 18, 2026 |
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| Quality Preservation | 3 | 1 | Feb 20, 2026 |
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| Spatial protein expression prediction | 3 | 1 | Feb 18, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Dermatological diagnosis | 3 | 2 | May 15, 2026 |
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| Multi-label Temporal Action Detection | 3 | 2 | Feb 18, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Open-Vocabulary 3D Scene Segmentation | 3 | 2 | Apr 7, 2026 |
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| Sim2real Unpaired Image Translation | 3 | 1 | Feb 20, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Property Inference (Specific Individuals) | 3 | 1 | Feb 18, 2026 |
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| Department assignment | 3 | 1 | Feb 18, 2026 |
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| Intake | 3 | 1 | Feb 18, 2026 |
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| Dynamic new link prediction | 3 | 2 | Feb 18, 2026 |
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| 2048 Game | 3 | 1 | Feb 18, 2026 |
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