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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 |
|---|---|---|---|---|
| 2D mask segmentation | 2 | 1 | Feb 18, 2026 | |
| Model Explainability Faithfulness | 2 | 1 | Feb 23, 2026 | |
| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 | |
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 | |
| Face Naming | 2 | 1 | Feb 22, 2026 | |
| Nodule type classification | 2 | 1 | Feb 18, 2026 | |
| 5-way few-shot action recognition | 2 | 1 | Feb 24, 2026 | |
| XAI Attribution Map Evaluation | 2 | 1 | Feb 23, 2026 | |
| Image Warping | 2 |
| 1 |
| Feb 22, 2026 |
| Image Recoloring | 2 | 1 | Feb 22, 2026 |
|---|
| Image Super-Resolution (x4) | 2 | 2 | May 26, 2026 |
|---|
| Fine-Grained Vehicle Recognition | 2 | 1 | Feb 18, 2026 |
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| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
|---|
| Neuro-trauma detection | 2 | 1 | Feb 18, 2026 |
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| Image-to-Image | 2 | 1 | Feb 22, 2026 |
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| Fine-grained Grounding | 2 | 2 | Mar 27, 2026 |
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| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
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| Color Image Deblurring | 2 | 1 | Feb 18, 2026 |
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| Language Grounding | 2 | 2 | Mar 10, 2026 |
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| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
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| Image Prediction | 2 | 2 | Jun 30, 2026 |
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| Video Copy Detection | 2 | 2 | Apr 24, 2026 |
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| 4D Reconstruction and Depth Prediction | 2 | 1 | Feb 22, 2026 |
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| Task Negation | 2 | 3 | May 20, 2026 |
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| Human Part Parsing | 2 | 11 | Feb 19, 2026 |
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