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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 |
|---|---|---|---|---|
| Multi-image Medical Visual Question Answering | 3 | 1 | Feb 18, 2026 | |
| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 | |
| Ensemble Post-processing | 3 | 1 | Feb 18, 2026 | |
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 | |
| LiDAR point cloud generation | 3 | 1 | Feb 20, 2026 | |
| Multitask regression | 3 | 2 | Jul 2, 2026 | |
| 3 |
| 1 |
| Apr 9, 2026 |
| Dynamic Spatial Reasoning | 3 | 3 | Apr 30, 2026 |
|---|
| Cross-modal Ship Re-identification | 3 | 1 | Feb 20, 2026 |
|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 |
|---|
| Phone boundary detection | 3 | 2 | Mar 19, 2026 |
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| Soft foreground segmentation | 3 | 1 | Mar 30, 2026 |
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| Direction | 3 | 2 | Jun 16, 2026 |
|---|
| Composite Text Detection | 3 | 1 | Feb 19, 2026 |
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| Real-Time Visual Understanding | 3 | 9 | Jun 26, 2026 |
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| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
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| Maximum Stable Set Problem | 3 | 1 | Feb 18, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| Visual Rating (Image Aesthetic Assessment) | 3 | 5 | Jun 9, 2026 |
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| Plausibility Analysis | 3 | 1 | Feb 18, 2026 |
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| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Vehicle Insertion | 3 | 3 | Jul 1, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|