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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 |
|---|---|---|---|---|
| Deletion | 3 | 2 | Jun 12, 2026 | |
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| 2-way classification | 3 | 2 | May 13, 2026 | |
| Urban Sound Classification | 3 | 8 | Jun 26, 2026 | |
| Dialogue Policy Evaluation | 3 | 1 | Feb 18, 2026 | |
| Cross-Document Event Coreference Resolution | 3 | 1 | Feb 18, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Direction | 3 | 2 | Jun 16, 2026 |
| Classical Planning | 3 | 2 | Mar 30, 2026 |
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| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
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| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
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| Search Retrieval | 3 | 2 | Feb 22, 2026 |
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| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Terminology Understanding | 3 | 1 | Feb 20, 2026 |
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| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Span-level classification | 3 | 1 | Feb 18, 2026 |
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| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
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| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
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| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
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| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
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| User behavior simulation | 3 | 1 | Feb 20, 2026 |
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| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
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| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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