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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 |
|---|---|---|---|---|
| Relation Detection | 8 | 10 | Feb 27, 2026 | |
| Instance-level recognition | 8 | 2 | Feb 19, 2026 | |
| RGB-D Saliency Detection | 8 | 8 | Jul 1, 2026 | |
| Multi-image Super-resolution | 8 | 4 | Feb 20, 2026 | |
| Manipulation Localization | 8 | 2 | May 28, 2026 | |
| Image2Description | 8 | 1 | Feb 19, 2026 | |
| Mitochondria Segmentation | 8 | 3 | May 4, 2026 | |
| Image2Code Generation | 8 | 1 | Feb 19, 2026 | |
| Motion Understanding |
| 8 |
| 7 |
| Jun 30, 2026 |
| Blind Video Quality Assessment | 8 | 5 | May 21, 2026 |
|---|
| Plant Disease Classification | 8 | 2 | Apr 14, 2026 |
|---|
| Document Tampering Detection | 8 | 2 | Jun 23, 2026 |
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| Sign language generation | 8 | 4 | Jun 29, 2026 |
|---|
| Chart Parsing | 8 | 3 | Jun 4, 2026 |
|---|
| OCR VQA | 8 | 8 | May 20, 2026 |
|---|
| Multi-Target Domain Adaptation | 8 | 6 | Mar 5, 2026 |
|---|
| Street-view Image Attribute Classification | 8 | 1 | Feb 22, 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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| Activity Detection | 8 | 9 | Feb 27, 2026 |
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| High-resolution perception | 8 | 15 | Jul 8, 2026 |
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| Demosaicing | 8 | 4 | Jun 12, 2026 |
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| Vision-centric Reasoning | 8 | 9 | Jun 26, 2026 |
|---|
| Skeleton-based Action Retrieval | 8 | 2 | Apr 21, 2026 |
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| 5-way 1-shot Image Classification | 8 | 3 | Feb 21, 2026 |
|---|