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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 |
|---|---|---|---|---|
| Multilingual Translation | 2 | 2 | Apr 20, 2026 | |
| Open Domain | 2 | 4 | May 14, 2026 | |
| Single-Hop | 2 | 4 | May 14, 2026 | |
| Secure LLM Agent Task Completion | 2 | 2 | Jun 9, 2026 | |
| Drug excretion property prediction | 2 | 1 | Mar 27, 2026 | |
| 3D scene restoration | 2 | 1 | Mar 27, 2026 | |
| Drug distribution property prediction | 2 | 1 | Mar 27, 2026 | |
| Semantic Attribution | 2 | 1 | Mar 27, 2026 | |
| 2D-to-3D Open-Vocabulary Segmentation |
| 2 |
| 1 |
| Mar 27, 2026 |
| Potential energy prediction | 2 | 1 | Mar 27, 2026 |
|---|
| Sing Edit | 2 | 1 | Mar 26, 2026 |
|---|
| Melody Control | 2 | 1 | Mar 26, 2026 |
|---|
| Traffic Time-Space Diagram Super-Resolution | 2 | 1 | Mar 26, 2026 |
|---|
| Left atrial wall segmentation | 2 | 1 | Mar 27, 2026 |
|---|
| Object-level 3D Reconstruction | 2 | 3 | Jun 11, 2026 |
|---|
| Vocabulary Allocation | 2 | 1 | Feb 18, 2026 |
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| Model Selection Concordance Analysis | 2 | 1 | Mar 27, 2026 |
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| Navigation Execution | 2 | 1 | Feb 19, 2026 |
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| Efficiency-aware code generation | 2 | 1 | Feb 19, 2026 |
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| Lab Prediction | 2 | 1 | Mar 26, 2026 |
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| Visual Entity Disambiguation | 2 | 1 | Feb 18, 2026 |
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| Drug Prediction | 2 | 1 | Mar 26, 2026 |
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| Disease staging classification | 2 | 1 | Mar 26, 2026 |
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| Language-conditioned visual reasoning | 2 | 1 | Mar 26, 2026 |
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| Trace Captioning | 2 | 1 | Mar 26, 2026 |
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