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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 |
|---|---|---|---|---|
| Paragraph Recognition | 2 | 1 | Feb 22, 2026 | |
| Image Warping | 2 | 1 | Feb 22, 2026 | |
| Image Recoloring | 2 | 1 | Feb 22, 2026 | |
| Driving Video Multi-Choice Question Answering | 2 | 1 | Feb 23, 2026 | |
| Face Naming | 2 | 1 | Feb 22, 2026 | |
| Nuclear Classification | 2 | 1 | Feb 18, 2026 | |
| Dynamic Object Segmentation | 2 | 2 | Jun 2, 2026 | |
| 5-way few-shot action recognition | 2 | 1 | Feb 24, 2026 | |
| Model Explainability Faithfulness |
| 2 |
| 1 |
| Feb 23, 2026 |
| EEG-to-fMRI Synthesis | 2 | 1 | Feb 18, 2026 |
|---|
| Rolling Shutter Global Reset (RSGR) Correction | 2 | 1 | Feb 18, 2026 |
|---|
| Artery/Vein Classification | 2 | 1 | Feb 18, 2026 |
|---|
| Category-level 6D Pose and Size Estimation | 2 | 1 | Feb 22, 2026 |
|---|
| Biomedical Image Classification | 2 | 4 | Apr 28, 2026 |
|---|
| Patch-level localization | 2 | 2 | Jun 2, 2026 |
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| Speech-driven gesture synthesis | 2 | 1 | Feb 22, 2026 |
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| Collaborative Human Motion Prediction | 2 | 1 | Feb 18, 2026 |
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| Visual Question Answering (Q -> A) | 2 | 1 | Feb 18, 2026 |
|---|
| NSFW Classification | 2 | 1 | Feb 18, 2026 |
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| Image-to-Image | 2 | 1 | Feb 22, 2026 |
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| Time-Aligned Cooperative Object Detection | 2 | 1 | Feb 18, 2026 |
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| Video-level crowd counting | 2 | 1 | Feb 22, 2026 |
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| Language Grounding | 2 | 2 | Mar 10, 2026 |
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| Primitive segmentation | 2 | 1 | Feb 22, 2026 |
|---|
| FBP-UNet Reconstruction | 2 | 1 | Feb 18, 2026 |
|---|