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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 |
|---|---|---|---|---|
| Language Generation Evaluation | 2 | 1 | Feb 18, 2026 | |
| Simple Definition Generation | 2 | 1 | Feb 18, 2026 | |
| Premise Completion | 2 | 1 | Feb 18, 2026 | |
| Query-to-ad retrieval | 2 | 1 | Mar 17, 2026 | |
| Tool Selection Attack | 2 | 1 | Mar 17, 2026 | |
| Premise Generation | 2 | 1 | Feb 18, 2026 | |
| Attribute Matching | 2 | 1 | Feb 18, 2026 | |
| Transfer performance correlation | 2 | 1 | Feb 18, 2026 | |
| Grounded Generation | 2 | 1 | Feb 18, 2026 | |
| PET Super-Resolution |
| 2 |
| 1 |
| Mar 17, 2026 |
| Min-Max Heterogeneous Capacitated Vehicle Routing Problem | 2 | 1 | Mar 17, 2026 |
|---|
| Scribe Verification | 2 | 1 | Mar 17, 2026 |
|---|
| Human activity detection | 2 | 2 | Feb 27, 2026 |
|---|
| Medical Image Answering | 2 | 1 | Feb 27, 2026 |
|---|
| Defective Dialog Detection | 2 | 1 | Feb 18, 2026 |
|---|
| Semantic-conditioned sentence generation | 2 | 1 | Feb 18, 2026 |
|---|
| Frame-SRL | 2 | 1 | Feb 18, 2026 |
|---|
| Synthetic example generation | 2 | 1 | Mar 17, 2026 |
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| 2D Grounding | 2 | 2 | Apr 24, 2026 |
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| Path Deviation Detection | 2 | 1 | Mar 17, 2026 |
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| negation | 2 | 2 | Mar 12, 2026 |
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| Patient Clustering | 2 | 1 | Mar 17, 2026 |
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| Secure Transformer Inference | 2 | 2 | Apr 14, 2026 |
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| Policy comparison | 2 | 1 | Mar 17, 2026 |
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| Sanitizer-pressing | 2 | 1 | Mar 17, 2026 |
|---|