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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 |
|---|---|---|---|---|
| Agent Task Performance | 13 | 6 | Jul 8, 2026 | |
| Subcellular structure prediction | 13 | 1 | Feb 18, 2026 | |
| Model Ranking Prediction | 13 | 2 | May 19, 2026 | |
| Parameter Calibration | 13 | 1 | Feb 21, 2026 | |
| Image Annotation | 13 | 8 | Mar 4, 2026 | |
| Interactive Video Generation | 13 | 10 | Jun 17, 2026 | |
| Generalized Few-Shot Semantic Segmentation | 13 | 6 | Jun 9, 2026 | |
| Bayesian Logistic Regression | 13 | 6 | Jun 25, 2026 | |
| Semantic Relatedness | 13 | 12 | Mar 27, 2026 | |
| Hierarchical Planning |
|---|
| 13 |
| 1 |
| Feb 18, 2026 |
| Human-to-Robot Handover | 13 | 5 | Jun 12, 2026 |
|---|
| Story Continuation | 13 | 3 | Feb 18, 2026 |
|---|
| Reconstruction Attack | 13 | 2 | Jun 9, 2026 |
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| Text-to-image person retrieval | 13 | 10 | Jun 30, 2026 |
|---|
| Indirect Prompt Injection Detection | 13 | 3 | Feb 22, 2026 |
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| One-step-ahead forecasting | 13 | 5 | Jun 9, 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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| Cancer Detection | 13 | 4 | Apr 29, 2026 |
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| Kernel Density Estimation | 13 | 2 | Jun 4, 2026 |
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| End-to-end Driving | 13 | 11 | Jun 17, 2026 |
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| Classification Calibration | 13 | 8 | Jun 12, 2026 |
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| Hamiltonian Dynamics Modeling | 13 | 2 | Apr 16, 2026 |
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| Aspect-level sentiment classification | 13 | 13 | Feb 27, 2026 |
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| Multiple-choice Visual Question Answering | 13 | 11 | Mar 30, 2026 |
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