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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 |
|---|---|---|---|---|
| Emotion Prediction | 6 | 4 | Feb 20, 2026 | |
| Operations Research Modeling and Solving | 6 | 3 | Jun 26, 2026 | |
| Continuous Control (Offline RL) | 6 | 1 | Feb 18, 2026 | |
| Full-field Reconstruction | 6 | 2 | May 14, 2026 | |
| Class-incremental action recognition | 6 | 1 | Feb 18, 2026 | |
| Denoising Autoencoding | 6 | 1 | Feb 18, 2026 | |
| Communication Load Evaluation | 6 | 1 | Apr 2, 2026 | |
| Temporal Extrapolation | 6 | 3 | May 22, 2026 | |
| Question Answering with Abstention | 6 | 3 |
| May 12, 2026 |
| Multi-agent SLAM keyframe generation | 6 | 1 | Apr 2, 2026 |
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| Method Name Prediction | 6 | 1 | Feb 19, 2026 |
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| Open-set knowledge retrieval | 6 | 1 | Feb 27, 2026 |
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| Medical Knowledge Question Answering | 6 | 4 | Feb 21, 2026 |
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| Criteria-conditioned Clustering | 6 | 1 | Apr 2, 2026 |
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| 3-class classification | 6 | 6 | Jun 18, 2026 |
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| Generalization Reasoning | 6 | 4 | May 29, 2026 |
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| Facility Location | 6 | 2 | Feb 22, 2026 |
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| Open-vocabulary keyword spotting | 6 | 2 | Mar 20, 2026 |
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| Brain MR Image Synthesis | 6 | 2 | May 7, 2026 |
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| Subjective Realism Rating | 6 | 1 | Feb 21, 2026 |
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| Question Answering Sufficiency Prediction | 6 | 1 | Feb 19, 2026 |
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| Multi-exposure Correction | 6 | 2 | Feb 19, 2026 |
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| Communication Overhead | 6 | 2 | Feb 18, 2026 |
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| Interactive Video Segmentation | 6 | 2 | Mar 31, 2026 |
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| Mathematical Word Problems | 6 | 6 | Jun 2, 2026 |
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