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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 |
|---|---|---|---|---|
| Aerodynamic field prediction | 4 | 3 | May 22, 2026 | |
| Bona Fide-Morph Separability | 4 | 1 | Mar 31, 2026 | |
| Driver Visual Attention Prediction | 4 | 1 | Mar 31, 2026 | |
| Adversarial Attack on Deepfake Detectors | 4 | 1 | Feb 18, 2026 | |
| Deepfake Attack | 4 | 1 | Feb 18, 2026 | |
| Nonconvex Optimization | 4 | 3 | Jun 5, 2026 | |
| Binding Affinity | 4 | 1 | Mar 31, 2026 | |
| RUL Forecasting | 4 | 1 | Feb 21, 2026 | |
| Hurst estimation | 4 | 1 | Feb 21, 2026 |
| HD map construction | 4 | 4 | Jul 1, 2026 |
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| Image-text-to-text retrieval | 4 | 3 | Feb 19, 2026 |
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| Deformable object simulation | 4 | 1 | Feb 21, 2026 |
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| Document Simplification | 4 | 2 | Feb 18, 2026 |
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| GUI Agent Robustness Evaluation | 4 | 1 | Apr 1, 2026 |
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| Monotone Classification | 4 | 2 | Mar 4, 2026 |
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| Visual Species Recognition | 4 | 1 | Feb 21, 2026 |
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| Image Anomaly Detection | 4 | 5 | May 27, 2026 |
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| final diagnosis prediction | 4 | 1 | Mar 31, 2026 |
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| Architecture Performance Prediction | 4 | 3 | May 12, 2026 |
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| Second-level Implicit Discourse Relation Recognition | 4 | 1 | Feb 18, 2026 |
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| Implicit Representation | 4 | 1 | Feb 21, 2026 |
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| Noisy image super-resolution | 4 | 2 | Feb 20, 2026 |
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| Prompt Harmfulness Classification | 4 | 7 | Jul 8, 2026 |
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| Distributional Prediction | 4 | 3 | Apr 10, 2026 |
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| KV Cache Quantization | 4 | 2 | Jun 24, 2026 |
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