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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 |
|---|---|---|---|---|
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 | |
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 | |
| Human Inspection | 3 | 1 | Feb 18, 2026 | |
| Real-world Visual Understanding | 3 | 15 | Jun 12, 2026 | |
| Face shape estimation | 3 | 1 | Feb 18, 2026 | |
| Mono-to-stereo video conversion | 3 | 1 | Feb 20, 2026 | |
| 3 |
| 2 |
| Feb 20, 2026 |
| One-class Out-of-Distribution Detection | 3 | 5 | Feb 18, 2026 |
|---|
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 |
|---|
| Multi-modal Image Understanding | 3 | 3 | Jun 24, 2026 |
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| Context-window selection | 3 | 1 | Mar 27, 2026 |
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| Feature Importance Assessment | 3 | 1 | Feb 18, 2026 |
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| Ejection Fraction Estimation | 3 | 3 | Jun 23, 2026 |
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| Contrastive Translation Evaluation | 3 | 1 | Feb 18, 2026 |
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| Omni-directional Image Super-Resolution | 3 | 2 | Mar 4, 2026 |
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| Joint Detection and Segmentation | 3 | 1 | Feb 18, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
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| Gene Mutation Prediction | 3 | 3 | May 20, 2026 |
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| Random Data Forgetting | 3 | 1 | Feb 18, 2026 |
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| Base-to-novel Classification | 3 | 1 | Feb 27, 2026 |
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| Value Classification | 3 | 1 | Mar 27, 2026 |
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| Toxicity Property Prediction | 3 | 3 | May 18, 2026 |
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