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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 |
|---|---|---|---|---|
| Subcortical Brain Region Segmentation | 3 | 1 | Feb 18, 2026 | |
| Model Inversion Attack Defense | 3 | 3 | Jun 2, 2026 | |
| Protein Conformation Generation | 3 | 1 | Mar 30, 2026 | |
| Online Interactive Bimanual Skill Adaptation | 3 | 1 | Mar 30, 2026 | |
| Tactile Classification | 3 | 3 | Jun 16, 2026 | |
| Wasserstein distance error bound estimation | 3 | 1 | Feb 20, 2026 | |
| Retrieval-based Question Answering | 3 | 3 | Jun 24, 2026 | |
| Functional Circuit Deception | 3 | 1 | Mar 30, 2026 | |
| Radar-to-Radar Place Recognition |
| 3 |
| 1 |
| Mar 30, 2026 |
| Unsupervised Image Generation | 3 | 3 | Feb 18, 2026 |
|---|
| MCQ selection similarity | 3 | 1 | Mar 31, 2026 |
|---|
| Perceptual Image Super-Resolution | 3 | 1 | Mar 30, 2026 |
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| ADHD Classification | 3 | 3 | Jun 2, 2026 |
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| Soft foreground segmentation | 3 | 1 | Mar 30, 2026 |
|---|
| Ground-to-Satellite image synthesis | 3 | 1 | Mar 30, 2026 |
|---|
| Unsupervised Disentanglement | 3 | 2 | Mar 11, 2026 |
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| Debugging | 3 | 3 | Jun 18, 2026 |
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| Subcircuit Identification | 3 | 1 | Mar 30, 2026 |
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| DFT energy prediction | 3 | 1 | Feb 18, 2026 |
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| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 |
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| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 |
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| Drug Recommendation | 3 | 4 | Mar 19, 2026 |
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| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
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| Sentiment Regression | 3 | 3 | Feb 19, 2026 |
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| Unconditional Sampling | 3 | 1 | Feb 20, 2026 |
|---|