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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 |
|---|---|---|---|---|
| Multimodal Safety Defense | 2 | 1 | Feb 19, 2026 | |
| Wildfire Prediction | 2 | 2 | May 13, 2026 | |
| Wind Power Ramp Event forecasting | 2 | 1 | Mar 25, 2026 | |
| Reshading | 2 | 2 | Mar 30, 2026 | |
| Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) | 2 | 7 | Feb 18, 2026 | |
| FOA RIR Reconstruction | 2 | 1 | Mar 25, 2026 | |
| Feature Space Preservation | 2 | 1 | Mar 25, 2026 | |
| Add Jump | 2 | 1 | Feb 27, 2026 | |
| Around Right | 2 | 1 | Feb 27, 2026 | |
| 2 |
| 1 |
| Feb 18, 2026 |
| Vulnerability Mitigation | 2 | 2 | Jul 9, 2026 |
|---|
| Safety Verdict Classification | 2 | 1 | Mar 25, 2026 |
|---|
| Uncovering hidden system prompts | 2 | 1 | Mar 25, 2026 |
|---|
| Dynamics Forecasting | 2 | 2 | Apr 13, 2026 |
|---|
| Stress Recognition | 2 | 2 | Mar 11, 2026 |
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| Table-QA | 2 | 1 | Mar 25, 2026 |
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| Knowledge Base Construction | 2 | 2 | Apr 15, 2026 |
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| NL-to-R | 2 | 1 | Mar 25, 2026 |
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| Reasoning-based text-to-image generation | 2 | 6 | Jun 12, 2026 |
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| Poster Creation | 2 | 1 | Feb 19, 2026 |
|---|
| Scene-Graph Grounding and Editing | 2 | 1 | Mar 24, 2026 |
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| Long-form Question Answering with Citations | 2 | 3 | Feb 18, 2026 |
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| 3D Building Generation | 2 | 2 | Jul 1, 2026 |
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| Gradient computation | 2 | 1 | Mar 24, 2026 |
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| Vision-to-Motion | 2 | 1 | Mar 24, 2026 |
|---|