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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 |
|---|---|---|---|---|
| Perturbation Stability | 1 | 1 | Feb 18, 2026 | |
| 3D Motion Guidance | 1 | 1 | Feb 18, 2026 | |
| White-box Adversarial Robustness | 1 | 1 | Feb 18, 2026 | |
| Open-vocabulary language grounding | 1 | 1 | Mar 17, 2026 | |
| Image Re-ranking | 1 | 1 | Feb 18, 2026 | |
| Joint Hand-Object Reconstruction | 1 | 1 | Feb 18, 2026 | |
| Interpretable Image Generation | 1 | 1 | Feb 18, 2026 | |
| Track-Conditioned Video Generation | 1 | 1 | Feb 18, 2026 |
| Lung Ultrasound Image Classification | 1 | 1 | Feb 18, 2026 |
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| Text-guided portrait animation | 1 | 1 | Feb 18, 2026 |
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| Gallbladder malignancy classification | 1 | 1 | Feb 18, 2026 |
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| Video-driven portrait animation (Self Reenactment) | 1 | 1 | Feb 18, 2026 |
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| Video-driven portrait animation (Cross Reenactment) | 1 | 1 | Feb 18, 2026 |
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| Subjective Image Quality Assessment | 1 | 2 | Feb 18, 2026 |
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| Translation Recovery | 1 | 1 | Feb 18, 2026 |
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| CUA classification | 1 | 1 | Feb 18, 2026 |
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| Translation and Rotation Recovery | 1 | 1 | Feb 18, 2026 |
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| Material Recovery | 1 | 1 | Feb 18, 2026 |
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| Environment Map Recovery | 1 | 1 | Feb 18, 2026 |
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| Temporal Anomaly Localization | 1 | 2 | Mar 4, 2026 |
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| Fine-grained Machine Unlearning | 1 | 1 | Feb 18, 2026 |
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| Coarse-grained Unlearning | 1 | 1 | Feb 18, 2026 |
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| Multi-view video understanding | 1 | 1 | Feb 18, 2026 |
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| Embedding Trustworthiness | 1 | 1 | Feb 18, 2026 |
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| Birds' Eye View | 1 | 1 | Feb 25, 2026 |
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