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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 |
|---|---|---|---|---|
| Complex Image Editing | 1 | 2 | May 12, 2026 | |
| Multi-modal Agent Reasoning | 1 | 1 | Feb 18, 2026 | |
| Image Anonymization | 1 | 1 | Mar 31, 2026 | |
| Comprehensive multimodal understanding | 1 | 1 | Feb 18, 2026 | |
| Hard-negative retrieval | 1 | 1 | Mar 31, 2026 | |
| Body part labeling | 1 | 1 | Feb 18, 2026 | |
| Multimodal Autonomous Driving Capability | 1 | 1 | Feb 18, 2026 | |
| Unimodal-prior-induced hallucination evaluation | 1 | 1 |
| Feb 18, 2026 |
| ImgCDL Generation | 1 | 1 | Feb 18, 2026 |
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| CDL Generation | 1 | 1 | Feb 18, 2026 |
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| Robotic Driving | 1 | 1 | Feb 18, 2026 |
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| Novel Object 6D Pose Tracking | 1 | 1 | Mar 31, 2026 |
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| Identity Transformation | 1 | 1 | Feb 18, 2026 |
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| Lane-Keeping Action Classification | 1 | 1 | Feb 18, 2026 |
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| Mobile-size object detection | 1 | 1 | Feb 18, 2026 |
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| Lane-Keeping Trajectory Prediction | 1 | 1 | Feb 18, 2026 |
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| Value Recognition | 1 | 1 | Feb 18, 2026 |
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| N-way K-shot classification | 1 | 1 | Feb 18, 2026 |
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| Line-level Handwriting Recognition | 1 | 1 | Feb 18, 2026 |
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| Sparse Autoencoder Concept Alignment | 1 | 1 | Feb 18, 2026 |
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| Influence Detection | 1 | 1 | Feb 18, 2026 |
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| Page-level Handwriting Recognition | 1 | 1 | Feb 18, 2026 |
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| flowchart-to-Mermaid translation | 1 | 1 | Feb 18, 2026 |
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| N-way K-shot Image Classification | 1 | 1 | Feb 18, 2026 |
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| Flowchart to Mermaid code translation | 1 | 1 | Feb 18, 2026 |
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