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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 |
|---|---|---|---|---|
| Implicit Representation | 4 | 1 | Feb 21, 2026 | |
| Article Generation | 4 | 3 | May 19, 2026 | |
| Distributional Prediction | 4 | 3 | Apr 10, 2026 | |
| IFR Event Detection | 4 | 1 | Feb 21, 2026 | |
| Handwritten Document Recognition | 4 | 1 | Feb 18, 2026 | |
| Pairwise Preference Comparison | 4 | 3 | May 29, 2026 | |
| Function Selection | 4 | 1 | Feb 21, 2026 | |
| Tool Retrieval and Function Selection | 4 | 1 | Feb 21, 2026 | |
| Graph Similarity Computation | 4 | 3 | Apr 1, 2026 | |
| Protein-level Classification |
|---|
| 4 |
| 3 |
| Jul 9, 2026 |
| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| Predictive process monitoring | 4 | 1 | Mar 31, 2026 |
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| Logical deduction | 4 | 4 | May 21, 2026 |
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| Wireless traffic prediction | 4 | 1 | Feb 27, 2026 |
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| Information Exchange | 4 | 2 | Apr 27, 2026 |
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| Wireframe Parsing | 4 | 3 | Feb 19, 2026 |
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| Debate | 4 | 2 | Apr 27, 2026 |
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| Fluorescence prediction | 4 | 4 | Jul 9, 2026 |
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| General Domain Reasoning | 4 | 5 | Jun 16, 2026 |
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| Respiratory Failure Prediction | 4 | 2 | Feb 21, 2026 |
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| Numerical Optimization of Vandermonde Arithmetic | 4 | 1 | Feb 21, 2026 |
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| Risky sample generation | 4 | 1 | Feb 21, 2026 |
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| Garment Matching | 4 | 1 | Feb 27, 2026 |
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| Stability prediction | 4 | 4 | May 21, 2026 |
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| Turn-taking detection | 4 | 2 | Apr 23, 2026 |
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