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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 |
|---|---|---|---|---|
| Driver Visual Attention Prediction | 4 | 1 | Mar 31, 2026 | |
| Atomic Action Recognition | 4 | 4 | Apr 1, 2026 | |
| HD map construction | 4 | 4 | Jul 1, 2026 | |
| Controlled Trace Generation | 4 | 1 | Feb 18, 2026 | |
| Aesthetic Assessment | 4 | 11 | May 20, 2026 | |
| General AI Assistant | 4 | 5 | Jun 5, 2026 | |
| Argument Mining | 4 | 3 | Mar 26, 2026 | |
| Vision Question Answering | 4 | 4 | May 26, 2026 | |
| final diagnosis prediction | 4 | 1 |
| Mar 31, 2026 |
| Climate Downscaling | 4 | 2 | Jul 8, 2026 |
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| Humor Detection | 4 | 10 | Jun 11, 2026 |
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| Commonsense Anomaly Detection | 4 | 1 | Feb 18, 2026 |
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| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
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| Split-and-rephrase | 4 | 2 | Feb 18, 2026 |
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| Binding Affinity | 4 | 1 | Mar 31, 2026 |
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| Path Loss Prediction | 4 | 2 | Mar 17, 2026 |
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| Fairness measurement estimation | 4 | 1 | Feb 18, 2026 |
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| Sleep stage scoring | 4 | 6 | Feb 18, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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| Early Action Prediction | 4 | 2 | Apr 21, 2026 |
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| Population Synthesis | 4 | 4 | Jul 7, 2026 |
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| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
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| Protein Fold Classification | 4 | 3 | Jun 19, 2026 |
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| Polyphonic Music Generation | 4 | 2 | Feb 18, 2026 |
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| UI understanding | 4 | 2 | Feb 18, 2026 |
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