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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 |
|---|---|---|---|---|
| Autonomous Exploration | 51 | 16 | Jun 23, 2026 | |
| Unsupervised Domain Adaptation | 51 | 85 | Jun 25, 2026 | |
| Speech-to-text Translation | 51 | 24 | Jul 7, 2026 | |
| Speech Synthesis | 51 | 43 | Jul 8, 2026 | |
| Human-Object Interaction Detection | 51 | 78 | Jun 5, 2026 | |
| Bias Evaluation | 51 | 42 | Jul 7, 2026 | |
| Force Prediction | 51 | 18 | Jun 18, 2026 | |
| Decision Making | 50 | 25 | Jun 30, 2026 | |
| Robotic Control | 50 | 22 | Jul 8, 2026 |
| Audio Understanding | 50 | 45 | Jul 7, 2026 |
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| Graph Alignment | 50 | 7 | Jun 24, 2026 |
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| Slot Filling | 50 | 31 | Jun 19, 2026 |
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| Mathematical Optimization | 50 | 15 | Jul 7, 2026 |
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| Tensor completion | 50 | 11 | Jun 23, 2026 |
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| License Plate Recognition | 50 | 13 | Jul 1, 2026 |
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| Camera Tracking | 50 | 37 | Jul 9, 2026 |
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| Dialogue State Tracking | 50 | 38 | May 26, 2026 |
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| Personalized Image Generation | 49 | 33 | Jul 3, 2026 |
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| Response Generation | 49 | 43 | Jun 12, 2026 |
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| Story Generation | 49 | 31 | Jul 2, 2026 |
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| Audio-Visual Segmentation | 49 | 21 | May 15, 2026 |
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| Tabular Anomaly Detection | 49 | 10 | Jun 4, 2026 |
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| AI Text Detection | 49 | 14 | Jul 7, 2026 |
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| LLM Inference | 49 | 22 | Jun 29, 2026 |
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| Federated Unlearning | 49 | 12 | Jun 16, 2026 |
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