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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 |
|---|---|---|---|---|
| Action-conditioned image generation evaluation | 1 | 1 | Feb 20, 2026 | |
| Bilateral mammography classification | 1 | 1 | May 27, 2026 | |
| Low-light Video Super-Resolution | 1 | 1 | Feb 20, 2026 | |
| Tool-augmented Visual Reasoning | 1 | 1 | May 27, 2026 | |
| Martial Arts Combat Video Generation | 1 | 1 | Feb 20, 2026 | |
| Neoadjuvant chemotherapy (NAC) response prediction | 1 | 1 | Feb 20, 2026 | |
| Image Paragraph Generation | 1 | 1 | Feb 18, 2026 | |
| Multimodal Multi-hop Visual Question Answering |
| 1 |
| 1 |
| Feb 20, 2026 |
| Chiral Action Recognition | 1 | 1 | Feb 27, 2026 |
|---|
| Digital Human Animation | 1 | 1 | Feb 20, 2026 |
|---|
| Hyperspectral-to-Visible Image Translation | 1 | 1 | Feb 18, 2026 |
|---|
| Scene Text Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Liver filling | 1 | 1 | Feb 20, 2026 |
|---|
| Persian Font Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Aortic Dissection Segmentation | 1 | 1 | Feb 20, 2026 |
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| Image Synthesis (T2 to iUS) | 1 | 1 | Feb 18, 2026 |
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| Diversity Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Image-to-Speech Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Rolling Shutter Correction and Deblurring | 1 | 1 | Feb 18, 2026 |
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| Contextual Image Retrieval | 1 | 2 | Feb 19, 2026 |
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| Next Scene Prediction | 1 | 1 | Feb 20, 2026 |
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| Artistic transfer | 1 | 1 | Feb 20, 2026 |
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| Audiovisual Alignment | 1 | 1 | Feb 20, 2026 |
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| Visual Target Object Removal | 1 | 1 | Feb 20, 2026 |
|---|
| Embodied Object QA | 1 | 1 | Feb 20, 2026 |
|---|