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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 |
|---|---|---|---|---|
| Accuracy Improvement | 2 | 1 | Feb 20, 2026 | |
| Defender Utility Maximization | 2 | 1 | Feb 19, 2026 | |
| Attribute-controlled Machine Translation | 2 | 1 | Feb 18, 2026 | |
| Sketch Vectorization | 2 | 1 | Feb 18, 2026 | |
| Differential Privacy Noise Scale Evaluation | 2 | 1 | Feb 19, 2026 | |
| Static Reconstruction with Dynamic Suppression | 2 | 1 | Mar 25, 2026 | |
| Seeker Simulation | 2 | 1 | Feb 18, 2026 | |
| Adversarial Reconstruction Defense | 2 | 1 | Feb 19, 2026 | |
| Video-to-audio dubbing |
| 2 |
| 2 |
| Apr 28, 2026 |
| Feature Space Preservation | 2 | 1 | Mar 25, 2026 |
|---|
| Wildfire Prediction | 2 | 2 | May 13, 2026 |
|---|
| Bone remodeling prediction | 2 | 1 | Mar 25, 2026 |
|---|
| Unconditional Image-to-Image Retrieval | 2 | 1 | Feb 27, 2026 |
|---|
| Transition Question Answering | 2 | 1 | Feb 18, 2026 |
|---|
| Uncovering hidden system prompts | 2 | 1 | Mar 25, 2026 |
|---|
| Table-QA | 2 | 1 | Mar 25, 2026 |
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| Reshading | 2 | 2 | Mar 30, 2026 |
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| Detection Evasion | 2 | 3 | Jun 2, 2026 |
|---|
| Motion-guided Image Editing | 2 | 1 | Mar 24, 2026 |
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| Vision-to-Motion | 2 | 1 | Mar 24, 2026 |
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| Toxic Degeneration | 2 | 1 | Feb 18, 2026 |
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| NL-to-R | 2 | 1 | Mar 25, 2026 |
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| 3D Human Pose Forecasting | 2 | 3 | Feb 20, 2026 |
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| S&P issue elicitation from reviews | 2 | 1 | Feb 19, 2026 |
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| HDR Image Prediction | 2 | 1 | Feb 18, 2026 |
|---|