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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 |
|---|---|---|---|---|
| Multiclass text classification | 2 | 2 | Feb 27, 2026 | |
| Linguistic Acceptability Classification | 2 | 2 | Jun 16, 2026 | |
| Instructed Code Generation | 2 | 1 | Mar 25, 2026 | |
| Breast Lesion Segmentation | 2 | 2 | May 1, 2026 | |
| Object Change Detection | 2 | 1 | Feb 27, 2026 | |
| Human Instance Segmentation | 2 | 1 | Feb 20, 2026 | |
| Bone remodeling prediction | 2 | 1 | Mar 25, 2026 | |
| Music Conditioned Dance Generation | 2 | 2 | Feb 18, 2026 | |
| FOA RIR Reconstruction |
| 2 |
| 1 |
| Mar 25, 2026 |
| Static Reconstruction with Dynamic Suppression | 2 | 1 | Mar 25, 2026 |
|---|
| Reentrancy vulnerability detection | 2 | 2 | Feb 19, 2026 |
|---|
| Wind Power Ramp Event forecasting | 2 | 1 | Mar 25, 2026 |
|---|
| Reshading | 2 | 2 | Mar 30, 2026 |
|---|
| Wildfire Prediction | 2 | 2 | May 13, 2026 |
|---|
| Image-based Question Answering | 2 | 2 | Feb 22, 2026 |
|---|
| Stereo Disparity | 2 | 1 | Feb 18, 2026 |
|---|
| Watermark Removal Attack Robustness | 2 | 2 | Mar 17, 2026 |
|---|
| Table-QA | 2 | 1 | Mar 25, 2026 |
|---|
| Dataset level membership detection | 2 | 1 | Mar 25, 2026 |
|---|
| Feature Space Preservation | 2 | 1 | Mar 25, 2026 |
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| Uncovering hidden system prompts | 2 | 1 | Mar 25, 2026 |
|---|
| 3D Robotic Manipulation | 2 | 2 | May 19, 2026 |
|---|
| Sensitive Information Detection | 2 | 2 | Feb 19, 2026 |
|---|
| NL-to-R | 2 | 1 | Mar 25, 2026 |
|---|
| Motion-guided Image Editing | 2 | 1 | Mar 24, 2026 |
|---|