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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 |
|---|---|---|---|---|
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Classical Planning | 3 | 2 | Mar 30, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Generalized Zero-Shot Learning Concept Prediction | 3 | 1 | Feb 20, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Long-term human-object interaction synthesis | 3 | 2 | May 8, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| 3D ball trajectory reconstruction |
| 3 |
| 1 |
| Mar 27, 2026 |
| Coarse-grained Vision-Language Navigation | 3 | 2 | Jun 17, 2026 |
|---|
| Fine-grained Vision-Language Navigation | 3 | 2 | Jun 17, 2026 |
|---|
| WSI diagnostic classification | 3 | 1 | Feb 20, 2026 |
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| Cross-view Geo-localization (Satellite to Drone) | 3 | 4 | May 12, 2026 |
|---|
| Shading | 3 | 2 | Apr 21, 2026 |
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| 3D Spatial understanding | 3 | 2 | Jul 2, 2026 |
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| Spatiotemporal Video Super-Resolution | 3 | 2 | Mar 6, 2026 |
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| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| Origin-Destination Matrix Reconstruction | 3 | 1 | Feb 18, 2026 |
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| Real-Time Visual Understanding | 3 | 9 | Jun 26, 2026 |
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| Event-Enriched Image Captioning | 3 | 2 | Jun 18, 2026 |
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| e-Commerce Task | 3 | 2 | Mar 10, 2026 |
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| Stroke detection | 3 | 2 | Apr 7, 2026 |
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| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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