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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 |
|---|---|---|---|---|
| Relevance | 3 | 1 | Feb 18, 2026 | |
| Compression Capacity | 3 | 1 | Feb 18, 2026 | |
| Enhanced Collision Attack | 3 | 1 | Mar 12, 2026 | |
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 | |
| ADL Classification | 3 | 1 | Feb 19, 2026 | |
| Open-Vocabulary Multi-Object Tracking | 3 | 2 | Feb 18, 2026 | |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Prognostic risk prediction | 3 | 3 | Jun 9, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 |
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
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| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
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| Multi-Turn Function Calling | 3 | 4 | May 28, 2026 |
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| Direction | 3 | 2 | Jun 16, 2026 |
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| Antenna-PCI matching | 3 | 1 | Feb 19, 2026 |
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| Vision-Language Perception | 3 | 2 | Mar 25, 2026 |
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| Fruit Counting | 3 | 1 | Feb 19, 2026 |
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| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
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| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Health misinformation detection | 3 | 2 | May 19, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
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| Lossless text compression | 3 | 1 | Feb 18, 2026 |
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| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 |
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| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
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| Flexible blind self-docking | 3 | 3 | Feb 18, 2026 |
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