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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 |
|---|---|---|---|---|
| Repetition Counting | 3 | 3 | Feb 18, 2026 | |
| Conversational Memory | 3 | 4 | Jun 4, 2026 | |
| Drone Detection | 3 | 2 | Feb 20, 2026 | |
| Trajectory-level safety evaluation | 3 | 2 | Jun 2, 2026 | |
| Description Quality | 3 | 1 | Feb 19, 2026 | |
| Direction | 3 | 2 | Jun 16, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Unsupervised Video Class-Incremental Learning | 3 | 1 | Feb 19, 2026 | |
| Microtubule Segmentation | 3 | 2 | Jun 23, 2026 |
| Grounded Report Generation | 3 | 2 | Mar 25, 2026 |
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| Open-set Person Re-identification | 3 | 1 | Feb 18, 2026 |
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| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
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| Pixel-level Anomaly Segmentation | 3 | 2 | Feb 20, 2026 |
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| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
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| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Drone Navigation | 3 | 2 | Jun 4, 2026 |
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| In-the-wild model generalization | 3 | 1 | Feb 19, 2026 |
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| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 |
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| Jailbreaking MLLMs | 3 | 2 | May 19, 2026 |
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| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
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| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
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| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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| Deep Image Steganography | 3 | 1 | Feb 19, 2026 |
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| Soft foreground segmentation | 3 | 1 | Mar 30, 2026 |
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