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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 |
|---|---|---|---|---|
| Multi-Target Domain Adaptation | 8 | 6 | Mar 5, 2026 | |
| Demosaicing | 8 | 4 | Jun 12, 2026 | |
| Plant Disease Classification | 8 | 2 | Apr 14, 2026 | |
| 5-way 1-shot Image Classification | 8 | 3 | Feb 21, 2026 | |
| SAR Image Classification | 8 | 4 | Jul 1, 2026 | |
| LVEF estimation | 8 | 5 | Mar 30, 2026 | |
| Frame retrieval | 8 | 1 | Feb 18, 2026 | |
| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 | |
| Motion Understanding | 8 | 7 |
| Jun 30, 2026 |
| Document Tampering Detection | 8 | 2 | Jun 23, 2026 |
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| Street-view Image Attribute Classification | 8 | 1 | Feb 22, 2026 |
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| Chart Parsing | 8 | 3 | Jun 4, 2026 |
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| Multimodal misinformation detection | 8 | 6 | Jun 24, 2026 |
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| Dense Point Tracking | 8 | 1 | Feb 18, 2026 |
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| Vision-centric Reasoning | 8 | 9 | Jun 26, 2026 |
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| Sign language generation | 8 | 4 | Jun 29, 2026 |
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| High-resolution perception | 8 | 15 | Jul 8, 2026 |
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| Tissue Segmentation | 8 | 5 | Jun 1, 2026 |
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| HDR Imaging | 8 | 3 | Jun 29, 2026 |
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| Image2Code Generation | 8 | 1 | Feb 19, 2026 |
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| Video-to-Adverb Retrieval | 8 | 1 | Feb 18, 2026 |
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| OCR VQA | 8 | 8 | May 20, 2026 |
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| Object-level reasoning | 8 | 1 | Feb 21, 2026 |
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| Heading Estimation | 8 | 3 | Jul 7, 2026 |
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| OC/OD Segmentation | 8 | 2 | Apr 21, 2026 |
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