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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 |
|---|---|---|---|---|
| Sing Edit | 2 | 1 | Mar 26, 2026 | |
| De novo molecule generation | 2 | 1 | Feb 18, 2026 | |
| Static View Synthesis | 2 | 1 | Feb 18, 2026 | |
| Scientific Coding | 2 | 8 | Jun 23, 2026 | |
| Drug Prediction | 2 | 1 | Mar 26, 2026 | |
| Massively Multitask Language Understanding | 2 | 2 | Mar 24, 2026 | |
| Lab Prediction | 2 | 1 | Mar 26, 2026 | |
| Disease staging classification | 2 | 1 | Mar 26, 2026 | |
| Text-driven perpetual scene generation |
| 2 |
| 1 |
| Feb 18, 2026 |
| Language-conditioned visual reasoning | 2 | 1 | Mar 26, 2026 |
|---|
| Fault-Tolerant Control | 2 | 1 | Mar 26, 2026 |
|---|
| Trace Captioning | 2 | 1 | Mar 26, 2026 |
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| 2-Task Learning | 2 | 1 | Feb 27, 2026 |
|---|
| Cornea Endothelial Cell Segmentation | 2 | 1 | Feb 18, 2026 |
|---|
| Emotional Trajectory Detection | 2 | 1 | Feb 19, 2026 |
|---|
| LLM Hallucination Detection | 2 | 2 | Apr 8, 2026 |
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| Clarification Question Generation | 2 | 1 | Feb 18, 2026 |
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| Multimodal Retrieval and Understanding | 2 | 4 | Jun 12, 2026 |
|---|
| Multilingual Text Embedding | 2 | 4 | Jun 25, 2026 |
|---|
| Image-to-Video Protection | 2 | 1 | Mar 26, 2026 |
|---|
| Supervised Online Label Shift | 2 | 1 | Feb 18, 2026 |
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| Belief Prediction | 2 | 2 | May 22, 2026 |
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| Financial Knowledge Examination | 2 | 1 | Feb 19, 2026 |
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| XBRL tagging | 2 | 1 | Feb 18, 2026 |
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| ICD-10 code prediction | 2 | 2 | Feb 25, 2026 |
|---|