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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 |
|---|---|---|---|---|
| Neural Architecture Search (Size Search) | 6 | 1 | Feb 18, 2026 | |
| Nuclei Detection | 6 | 8 | May 13, 2026 | |
| Spiking Audio Classification | 6 | 4 | Jun 23, 2026 | |
| SLAM Efficiency Analysis | 6 | 3 | Jun 30, 2026 | |
| Perceptual Speech Quality Assessment | 6 | 1 | Feb 21, 2026 | |
| Dynamic Link Detection | 6 | 3 | Mar 5, 2026 | |
| Generalization Reasoning | 6 | 4 | May 29, 2026 | |
| Neural Pipeline | 6 | 2 | Feb 18, 2026 | |
| Biomarker Prediction | 6 | 4 | May 26, 2026 |
| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
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| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
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| Causal Evaluation | 6 | 1 | Apr 7, 2026 |
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| Retinal Disease Classification | 6 | 7 | Mar 20, 2026 |
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| NO2 concentration prediction | 6 | 1 | Apr 7, 2026 |
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| Object Perception | 6 | 2 | Jul 7, 2026 |
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| Single Sentence Classification | 6 | 5 | Feb 18, 2026 |
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| Speech-driven gesture generation | 6 | 6 | May 8, 2026 |
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| SO2 concentration prediction | 6 | 1 | Apr 7, 2026 |
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| Personalized Long-Form Generation | 6 | 1 | Feb 19, 2026 |
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| Network Traffic Analysis | 6 | 1 | Feb 19, 2026 |
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| Whole-body Mesh Recovery | 6 | 4 | Mar 31, 2026 |
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| Commonsense Generation | 6 | 14 | May 11, 2026 |
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| Subjective Realism Rating | 6 | 1 | Feb 21, 2026 |
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| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 |
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| Video Manipulation Localization | 6 | 2 | Jun 11, 2026 |
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