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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 |
|---|---|---|---|---|
| Significant stenosis detection | 2 | 1 | Feb 18, 2026 | |
| Text-to-Brain Retrieval | 2 | 1 | Feb 27, 2026 | |
| Accident Video Generation | 2 | 2 | Apr 14, 2026 | |
| Accident Reason Answering | 2 | 2 | Mar 19, 2026 | |
| End-to-End Environment Interaction | 2 | 1 | Feb 20, 2026 | |
| Facial Behavior Synthesis | 2 | 1 | Mar 20, 2026 | |
| Displacement Tracking | 2 | 1 | Mar 20, 2026 | |
| Interactive Surgical Segmentation | 2 | 1 | Mar 20, 2026 | |
| Surgical Scene Segmentation |
| 2 |
| 1 |
| Mar 20, 2026 |
| Scientific document parsing | 2 | 2 | Jun 23, 2026 |
|---|
| Multiobjective Traveling Salesperson Problem | 2 | 1 | Mar 20, 2026 |
|---|
| Optical Chemical Structure Recognition (OCSR) | 2 | 1 | Feb 20, 2026 |
|---|
| Molecule Detection | 2 | 1 | Feb 20, 2026 |
|---|
| Brain-to-Text Retrieval | 2 | 1 | Feb 27, 2026 |
|---|
| Language Control Neuron Identification | 2 | 1 | Mar 20, 2026 |
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| Shot-Language Understanding | 2 | 1 | Mar 20, 2026 |
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| Context Management | 2 | 2 | Jul 2, 2026 |
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| Scar Segmentation | 2 | 2 | May 1, 2026 |
|---|
| Optimal value prediction | 2 | 1 | Feb 18, 2026 |
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| Instance-decomposed Reconstruction | 2 | 1 | Mar 20, 2026 |
|---|
| Illumination Correction | 2 | 1 | Feb 18, 2026 |
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| Text-guided Image Generation | 2 | 2 | Apr 23, 2026 |
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| Immunization against image editing | 2 | 1 | Feb 20, 2026 |
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| Multi-turn decision making | 2 | 2 | Jul 8, 2026 |
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| Plant Disease Recognition | 2 | 2 | Feb 20, 2026 |
|---|