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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 |
|---|---|---|---|---|
| Video Anomaly Description | 3 | 2 | Apr 1, 2026 | |
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Direction Prediction | 3 | 2 | Jun 16, 2026 | |
| Dynamic Scene Modeling | 3 | 2 | Mar 13, 2026 | |
| Drone Navigation | 3 | 2 | Jun 4, 2026 | |
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Real-world Visual Understanding | 3 | 15 | Jun 12, 2026 | |
| Bokeh synthesis | 3 |
| 2 |
| Feb 20, 2026 |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 |
|---|
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| 8m | 3 | 3 | Jul 7, 2026 |
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| Base-to-novel Classification | 3 | 1 | Feb 27, 2026 |
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| Omni-directional Image Super-Resolution | 3 | 2 | Mar 4, 2026 |
|---|
| Gene Mutation Prediction | 3 | 3 | May 20, 2026 |
|---|
| Many-to-One Spatio-temporal Sequence Forecasting | 3 | 1 | Feb 20, 2026 |
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| Chat Evaluation | 3 | 4 | Jun 26, 2026 |
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| WSI diagnostic classification | 3 | 1 | Feb 20, 2026 |
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| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Out-of-view Understanding | 3 | 1 | Feb 20, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Generalized Zero-Shot Learning Concept Prediction | 3 | 1 | Feb 20, 2026 |
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| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
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| EEG-Driven Image Generation | 3 | 2 | Feb 21, 2026 |
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| Unrectified Two-view Depth Estimation | 3 | 1 | Feb 20, 2026 |
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