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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 |
|---|---|---|---|---|
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 | |
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 | |
| COVID-19 3D CT classification | 3 | 1 | Feb 18, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 | |
| Panoptic Part Segmentation | 3 | 5 | Feb 18, 2026 | |
| Single-image Relighting | 3 | 3 | May 19, 2026 | |
| Multi-modal Video Evaluation | 3 | 12 | Jun 24, 2026 | |
| 3 |
| 1 |
| Feb 18, 2026 |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Text Quality Meta-evaluation | 3 | 1 | Feb 18, 2026 |
|---|
| Interactive Object Detection | 3 | 1 | Feb 18, 2026 |
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| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
|---|
| Pedestrian Anomaly Detection | 3 | 1 | Feb 18, 2026 |
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| One-shot Video Object Segmentation | 3 | 3 | Feb 18, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Constrained Optimal Control | 3 | 1 | Feb 18, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Compositional Multi-Image-to-Video Generation | 3 | 2 | Jun 5, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Surgical Step Recognition | 3 | 1 | Mar 26, 2026 |
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| Semantic Column Type Prediction | 3 | 2 | Feb 18, 2026 |
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| Set Cover | 3 | 2 | May 29, 2026 |
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| Video Object Tracking | 3 | 3 | Jun 24, 2026 |
|---|