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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 |
|---|---|---|---|---|
| Lossy Compression | 13 | 3 | Mar 20, 2026 | |
| Individual Treatment Effect Estimation | 13 | 8 | Jul 7, 2026 | |
| Classification Calibration | 13 | 8 | Jun 12, 2026 | |
| Hamiltonian Dynamics Modeling | 13 | 2 | Apr 16, 2026 | |
| Model Ranking Prediction | 13 | 2 | May 19, 2026 | |
| Generalized Few-Shot Semantic Segmentation | 13 | 6 | Jun 9, 2026 | |
| One-step-ahead forecasting | 13 | 5 | Jun 9, 2026 | |
| Multimodal Machine Unlearning | 13 | 6 | May 12, 2026 | |
| Multi-step forecasting |
| 13 |
| 6 |
| Jun 11, 2026 |
| Discrimination | 13 | 4 | May 14, 2026 |
|---|
| Lip-reading | 13 | 21 | Jun 2, 2026 |
|---|
| Value Iteration | 13 | 1 | Mar 31, 2026 |
|---|
| Subcellular structure prediction | 13 | 1 | Feb 18, 2026 |
|---|
| Text-to-image person retrieval | 13 | 10 | Jun 30, 2026 |
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| Phrase grounding | 13 | 18 | Mar 23, 2026 |
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| Reconstruction Attack | 13 | 2 | Jun 9, 2026 |
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| Parameter Calibration | 13 | 1 | Feb 21, 2026 |
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| Probabilistic Inference | 13 | 1 | Feb 18, 2026 |
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| Sound Event Localization and Detection | 13 | 6 | Jun 29, 2026 |
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| Likelihood Estimation | 13 | 9 | Jun 4, 2026 |
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| Audio Source Separation | 13 | 10 | Apr 28, 2026 |
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| Factoid Question Answering | 13 | 8 | Jul 8, 2026 |
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| End-to-end Driving | 13 | 11 | Jun 17, 2026 |
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| Sign Language Production | 13 | 8 | Jun 23, 2026 |
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| Zero-shot Question Answering | 13 | 12 | Jun 15, 2026 |
|---|