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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 |
|---|---|---|---|---|
| Long-term Visual Object Tracking | 3 | 3 | Feb 22, 2026 | |
| Context-window selection | 3 | 1 | Mar 27, 2026 | |
| Species Distribution Modeling | 3 | 2 | Mar 10, 2026 | |
| Open-vocabulary point cloud understanding | 3 | 1 | Feb 27, 2026 | |
| Single image Grounding | 3 | 2 | Apr 14, 2026 | |
| Prototypicality Bias Evaluation | 3 | 1 | Feb 20, 2026 | |
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 | |
| Anti-UAV Tracking | 3 | 2 | Feb 20, 2026 | |
| 3D Trajectory Forecasting |
| 3 |
| 1 |
| Feb 20, 2026 |
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Real World visual reasoning | 3 | 3 | Jun 15, 2026 |
|---|
| Stroke structure parsing | 3 | 1 | Feb 20, 2026 |
|---|
| Task failure prediction and selective task completion | 3 | 1 | Feb 18, 2026 |
|---|
| Proactive Agent Task | 3 | 1 | Feb 18, 2026 |
|---|
| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
|---|
| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Agentic Oversight | 3 | 1 | Feb 18, 2026 |
|---|
| Geometric boundary sharpness | 3 | 1 | Feb 20, 2026 |
|---|
| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| logP prediction | 3 | 2 | Jul 7, 2026 |
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| Visual Sudoku Solving | 3 | 2 | Jun 15, 2026 |
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| Vision-and-Dialog Navigation | 3 | 4 | Feb 18, 2026 |
|---|
| 3D Inter-patient Brain MRI Registration | 3 | 1 | Feb 20, 2026 |
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| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
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| Set Cover | 3 | 2 | May 29, 2026 |
|---|