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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 |
|---|---|---|---|---|
| Backdoor Attack Robustness | 2 | 1 | Feb 19, 2026 | |
| Autofocusing | 2 | 1 | Feb 21, 2026 | |
| Unconditional Image-to-Report Retrieval | 2 | 2 | Jun 2, 2026 | |
| Multi-Party Private Set Intersection | 2 | 1 | Feb 19, 2026 | |
| Instructed Code Generation | 2 | 1 | Mar 25, 2026 | |
| FOA RIR Reconstruction | 2 | 1 | Mar 25, 2026 | |
| Static Reconstruction with Dynamic Suppression | 2 | 1 | Mar 25, 2026 | |
| Wildfire Prediction | 2 | 2 | May 13, 2026 | |
| Wind Power Ramp Event forecasting |
| 2 |
| 1 |
| Mar 25, 2026 |
| Feature Space Preservation | 2 | 1 | Mar 25, 2026 |
|---|
| Reshading | 2 | 2 | Mar 30, 2026 |
|---|
| Open-ended Chart Question Answering | 2 | 2 | Feb 18, 2026 |
|---|
| Bone remodeling prediction | 2 | 1 | Mar 25, 2026 |
|---|
| Edge type prediction | 2 | 1 | Feb 18, 2026 |
|---|
| Uncovering hidden system prompts | 2 | 1 | Mar 25, 2026 |
|---|
| Table-QA | 2 | 1 | Mar 25, 2026 |
|---|
| Image Navigation | 2 | 2 | Feb 18, 2026 |
|---|
| Instance Image Navigation | 2 | 2 | Mar 12, 2026 |
|---|
| Severity Score Alignment | 2 | 1 | Feb 19, 2026 |
|---|
| Style-Guided Image Captioning | 2 | 1 | Feb 27, 2026 |
|---|
| Dataset level membership detection | 2 | 1 | Mar 25, 2026 |
|---|
| Motion-guided Image Editing | 2 | 1 | Mar 24, 2026 |
|---|
| 3D Scene Flow | 2 | 2 | Feb 18, 2026 |
|---|
| NL-to-R | 2 | 1 | Mar 25, 2026 |
|---|
| SAR-to-Optical translation | 2 | 1 | Feb 20, 2026 |
|---|