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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 |
|---|---|---|---|---|
| Interactive Video Generation | 13 | 10 | Jun 17, 2026 | |
| Agent Task Performance | 13 | 6 | Jul 8, 2026 | |
| Subcellular structure prediction | 13 | 1 | Feb 18, 2026 | |
| Lip-reading | 13 | 21 | Jun 2, 2026 | |
| Phrase grounding | 13 | 18 | Mar 23, 2026 | |
| Generalized Few-Shot Semantic Segmentation | 13 | 6 | Jun 9, 2026 | |
| Factoid Question Answering | 13 | 8 | Jul 8, 2026 | |
| Model Ranking Prediction | 13 | 2 | May 19, 2026 | |
| Multi-step forecasting | 13 | 6 | Jun 11, 2026 |
| Parameter Calibration | 13 | 1 | Feb 21, 2026 |
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| Audio Source Separation | 13 | 10 | Apr 28, 2026 |
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| Reconstruction Attack | 13 | 2 | Jun 9, 2026 |
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| One-step-ahead forecasting | 13 | 5 | Jun 9, 2026 |
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| Text-to-image person retrieval | 13 | 10 | Jun 30, 2026 |
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| Likelihood Estimation | 13 | 9 | Jun 4, 2026 |
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| Probabilistic Inference | 13 | 1 | Feb 18, 2026 |
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| End-to-end Driving | 13 | 11 | Jun 17, 2026 |
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| Lossy Compression | 13 | 3 | Mar 20, 2026 |
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| Hamiltonian Dynamics Modeling | 13 | 2 | Apr 16, 2026 |
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| Spoofing-aware speaker verification | 13 | 8 | Mar 31, 2026 |
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| Sound Event Localization and Detection | 13 | 6 | Jun 29, 2026 |
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| LF Mislabeling Identification | 13 | 2 | Feb 18, 2026 |
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| Approximate Subgraph Matching | 13 | 1 | Mar 20, 2026 |
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| Dynamics State Estimation | 13 | 1 | Mar 19, 2026 |
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| Generative Code Completion | 13 | 1 | Mar 13, 2026 |
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