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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 |
|---|---|---|---|---|
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| User Behavior Prediction | 3 | 2 | Apr 14, 2026 | |
| Non-rigid image editing | 3 | 2 | Feb 20, 2026 | |
| Facial Template Inversion | 3 | 2 | Apr 21, 2026 | |
| Spatial-temporal Time Series Forecasting | 3 | 3 | Mar 6, 2026 | |
| Multi-view consistency evaluation | 3 | 1 | Feb 18, 2026 |
| Few-shot Knowledge Graph Completion | 3 | 1 | Feb 18, 2026 |
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| General Vision-Language Understanding | 3 | 3 | Mar 24, 2026 |
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| 2D gaze estimation | 3 | 1 | Feb 18, 2026 |
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| VLM Reasoning | 3 | 1 | Feb 18, 2026 |
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| Face Template Inversion Attack | 3 | 2 | May 4, 2026 |
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| Spatiotemporal Graph Imputation | 3 | 1 | Feb 18, 2026 |
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| Multi-label Remote Sensing Image Retrieval | 3 | 1 | Feb 20, 2026 |
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| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| SfM registration | 3 | 1 | Feb 18, 2026 |
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| Face UV Texture Recovery | 3 | 1 | Feb 18, 2026 |
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| Inverse Tone Mapping | 3 | 2 | Feb 18, 2026 |
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| Attacking Non-Transferable Learning | 3 | 1 | Feb 18, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Dual-spectral CT Material Decomposition | 3 | 1 | Feb 20, 2026 |
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| Many-to-One Spatio-temporal Sequence Forecasting | 3 | 1 | Feb 20, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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