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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 |
|---|---|---|---|---|
| Text-to-sound generation | 3 | 2 | Feb 18, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 | |
| 3D Posture Reconstruction | 3 | 1 | Feb 18, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| 3D Texture Editing | 3 | 2 | Feb 20, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| 3 |
| 2 |
| Jul 3, 2026 |
| Topic Shift Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Video Multi-modal Understanding | 3 | 1 | Feb 19, 2026 |
|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| Human Body Pose Estimation | 3 | 1 | Feb 19, 2026 |
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| NLG Evaluation | 3 | 1 | Feb 18, 2026 |
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| Theorem Question Answering | 3 | 3 | May 27, 2026 |
|---|
| Neural Paraphrase Detection | 3 | 1 | Feb 18, 2026 |
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| Ethical Robustness Evaluation | 3 | 2 | Jun 12, 2026 |
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| Tactical Deconfliction | 3 | 1 | Mar 31, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
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| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
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| Customized Virtual Try-On | 3 | 1 | Feb 19, 2026 |
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| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
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| Tree Species Classification | 3 | 2 | May 8, 2026 |
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| Depth Super-Resolution / Completion | 3 | 2 | Feb 22, 2026 |
|---|