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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 |
|---|---|---|---|---|
| Protein Fold Classification | 4 | 3 | Jun 19, 2026 | |
| final diagnosis prediction | 4 | 1 | Mar 31, 2026 | |
| Population Employment Forecasting | 4 | 1 | Feb 18, 2026 | |
| Forecasting Number of New Companies | 4 | 1 | Feb 18, 2026 | |
| Trial outcome prediction | 4 | 1 | Feb 21, 2026 | |
| Cloze-task | 4 | 3 | Jun 2, 2026 | |
| Watermark Segment Classification | 4 | 1 | Feb 18, 2026 | |
| Pain intensity estimation | 4 | 2 | Feb 18, 2026 | |
| Answer-level hallucination detection | 4 | 2 |
| Jul 1, 2026 |
| Length-Constrained Text Generation | 4 | 1 | Feb 18, 2026 |
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| Binding Affinity | 4 | 1 | Mar 31, 2026 |
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| Protein Prediction | 4 | 1 | Feb 21, 2026 |
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| 3D Completeness | 4 | 2 | May 13, 2026 |
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| Occluded Object Recognition | 4 | 2 | Mar 31, 2026 |
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| Watermark Position Localization | 4 | 1 | Feb 18, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| PDE Forward Problem | 4 | 1 | Feb 21, 2026 |
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| Online adaptation recovery | 4 | 1 | Mar 31, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| GCN Training | 4 | 1 | Feb 21, 2026 |
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| Description-based speech generation | 4 | 1 | Feb 18, 2026 |
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| Attribute estimation | 4 | 1 | Feb 18, 2026 |
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| Acoustic Echo Cancellation | 4 | 4 | Jul 3, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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| Latency profiling | 4 | 1 | Feb 21, 2026 |
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