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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 |
|---|---|---|---|---|
| Global Image Retrieval | 8 | 1 | Feb 18, 2026 | |
| Mitochondria Segmentation | 8 | 3 | May 4, 2026 | |
| Image2Code Generation | 8 | 1 | Feb 19, 2026 | |
| Text Grounding | 8 | 5 | May 28, 2026 | |
| Image2Description | 8 | 1 | Feb 19, 2026 | |
| Keystep recognition | 8 | 3 | May 18, 2026 | |
| Glaucoma Classification | 8 | 7 | Jul 7, 2026 | |
| Gaussian color image denoising | 8 | 8 | Feb 18, 2026 | |
| Multi-label image recognition |
| 8 |
| 19 |
| May 28, 2026 |
| Vanishing Point Detection | 8 | 3 | Feb 18, 2026 |
|---|
| Structure Preservation | 8 | 1 | Feb 18, 2026 |
|---|
| Co-Salient Object Detection | 8 | 6 | Apr 2, 2026 |
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| Horizontal Object Detection | 8 | 7 | Feb 20, 2026 |
|---|
| Sign language generation | 8 | 4 | Jun 29, 2026 |
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| Dense Point Tracking | 8 | 1 | Feb 18, 2026 |
|---|
| Video-to-Adverb Retrieval | 8 | 1 | Feb 18, 2026 |
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| Document Tampering Detection | 8 | 2 | Jun 23, 2026 |
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| OCR VQA | 8 | 8 | May 20, 2026 |
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| Chart Parsing | 8 | 3 | Jun 4, 2026 |
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| Video Domain Adaptation | 8 | 3 | Feb 18, 2026 |
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| Incremental Image Classification | 8 | 5 | Jun 30, 2026 |
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| Multimodal misinformation detection | 8 | 6 | Jun 24, 2026 |
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| Event-based Image Reconstruction | 8 | 1 | Feb 18, 2026 |
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| Street-view Image Attribute Classification | 8 | 1 | Feb 22, 2026 |
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| OC/OD Segmentation | 8 | 2 | Apr 21, 2026 |
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