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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 |
|---|---|---|---|---|
| Glass detection | 2 | 2 | Jun 11, 2026 | |
| Poison Defense | 2 | 1 | Feb 18, 2026 | |
| Pre-training data contamination detection | 2 | 1 | Feb 18, 2026 | |
| Cross-View Object Geo-Localization | 2 | 1 | Mar 17, 2026 | |
| Unsupervised 3D-aware image synthesis | 2 | 1 | Feb 18, 2026 | |
| Cross-View Object Geo-Localization (Drone → Satellite) | 2 | 1 | Mar 17, 2026 | |
| Disaster Severity Classification | 2 | 2 | Mar 24, 2026 | |
| Generative View Synthesis | 2 | 2 | Mar 18, 2026 |
| Multimodal Cloze | 2 | 1 | Mar 17, 2026 |
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| Aerial Goal Localization | 2 | 1 | Feb 18, 2026 |
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| Step Anticipation | 2 | 1 | Mar 17, 2026 |
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| Instrument Detection | 2 | 2 | Mar 27, 2026 |
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| Motion Description Retrieval | 2 | 1 | Feb 18, 2026 |
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| Raster-to-SVG conversion | 2 | 2 | Jun 1, 2026 |
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| Clean Desk | 2 | 2 | Apr 24, 2026 |
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| Toast Bread | 2 | 2 | Jul 7, 2026 |
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| Argument Rewriting | 2 | 2 | Apr 15, 2026 |
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| Object-effect removal | 2 | 1 | Mar 17, 2026 |
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| Guess task with pre-loaded memory | 2 | 1 | Mar 17, 2026 |
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| Depth classification | 2 | 2 | Apr 14, 2026 |
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| Vascular Skeleton Extraction | 2 | 1 | Mar 17, 2026 |
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| Pull Tissue | 2 | 2 | Jun 17, 2026 |
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| Opinion Summarization Evaluation | 2 | 1 | Feb 18, 2026 |
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| Amodal Panoptic Segmentation | 2 | 1 | Feb 18, 2026 |
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| Compton Tomography Image Reconstruction | 2 | 1 | Feb 18, 2026 |
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