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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 |
|---|---|---|---|---|
| Task failure prediction and selective task completion | 3 | 1 | Feb 18, 2026 | |
| Proactive Agent Task | 3 | 1 | Feb 18, 2026 | |
| Agentic Oversight | 3 | 1 | Feb 18, 2026 | |
| Geometric boundary sharpness | 3 | 1 | Feb 20, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Stroke structure parsing | 3 | 1 | Feb 20, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| logP prediction | 3 | 2 | Jul 7, 2026 | |
| Visual Sudoku Solving |
| 3 |
| 2 |
| Jun 15, 2026 |
| Vision-and-Dialog Navigation | 3 | 4 | Feb 18, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|
| Player Potential Prediction | 3 | 1 | Feb 20, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Molecule Design | 3 | 4 | May 26, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| 3D Trajectory Forecasting | 3 | 1 | Feb 20, 2026 |
|---|
| Text-to-Image In-Context Learning | 3 | 2 | Jul 9, 2026 |
|---|
| 3D Inter-patient Brain MRI Registration | 3 | 1 | Feb 20, 2026 |
|---|
| Point cloud downsampling | 3 | 1 | Feb 20, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| 3D indoor scene synthesis from natural language | 3 | 1 | Feb 20, 2026 |
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| Single-view View Synthesis | 3 | 1 | Feb 18, 2026 |
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| Multimodal Watermarking | 3 | 1 | Feb 27, 2026 |
|---|
| Latency Analysis | 3 | 3 | Apr 28, 2026 |
|---|