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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 |
|---|---|---|---|---|
| Keystep recognition | 8 | 3 | May 18, 2026 | |
| Image2Description | 8 | 1 | Feb 19, 2026 | |
| Dense Point Tracking | 8 | 1 | Feb 18, 2026 | |
| Video-to-Adverb Retrieval | 8 | 1 | Feb 18, 2026 | |
| Image2Code Generation | 8 | 1 | Feb 19, 2026 | |
| Multimodal misinformation detection | 8 | 6 | Jun 24, 2026 | |
| Phrase Detection | 8 | 7 | Feb 27, 2026 | |
| Word-level sign language recognition | 8 | 5 | Mar 9, 2026 | |
| Sign language generation |
| 8 |
| 4 |
| Jun 29, 2026 |
| Bird's Eye View Detection | 8 | 14 | Mar 31, 2026 |
|---|
| Physical structure recognition | 8 | 2 | Feb 18, 2026 |
|---|
| Multi-Frame Super-Resolution | 8 | 4 | Apr 28, 2026 |
|---|
| Multi-image Super-resolution | 8 | 4 | Feb 20, 2026 |
|---|
| AI Video Detection | 8 | 1 | Mar 6, 2026 |
|---|
| Adverse Weather Removal | 8 | 2 | Apr 9, 2026 |
|---|
| Manipulation Localization | 8 | 2 | May 28, 2026 |
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| Mitochondria Segmentation | 8 | 3 | May 4, 2026 |
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| Plant Disease Classification | 8 | 2 | Apr 14, 2026 |
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| 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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| Motion Correction | 8 | 3 | Jun 2, 2026 |
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| Relationship Detection | 8 | 8 | Mar 6, 2026 |
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| Blind Video Quality Assessment | 8 | 5 | May 21, 2026 |
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| OCR VQA | 8 | 8 | May 20, 2026 |
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| Grasp Pose Detection | 8 | 2 | Feb 18, 2026 |
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