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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 |
|---|---|---|---|---|
| Knee Injury Detection | 3 | 1 | Feb 20, 2026 | |
| Soft foreground segmentation | 3 | 1 | Mar 30, 2026 | |
| Ground-to-Satellite image synthesis | 3 | 1 | Mar 30, 2026 | |
| Field variable prediction | 3 | 1 | Feb 20, 2026 | |
| Caption-level correlation with human judgment | 3 | 2 | Feb 18, 2026 | |
| Large Multimodal Model Evaluation | 3 | 10 | Apr 24, 2026 | |
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| Employment Prediction | 3 | 1 | Feb 20, 2026 | |
| Backchannel |
| 3 |
| 4 |
| Jun 18, 2026 |
| Subcircuit Identification | 3 | 1 | Mar 30, 2026 |
|---|
| Clinical time series prediction | 3 | 2 | May 21, 2026 |
|---|
| Satellite-to-Ground image synthesis | 3 | 1 | Mar 30, 2026 |
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| Controlled Image Generation | 3 | 2 | Mar 26, 2026 |
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| Multi-view people detection | 3 | 3 | Mar 26, 2026 |
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| Internal Energy Probing | 3 | 1 | Feb 27, 2026 |
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| Ranking Relevance | 3 | 2 | Feb 20, 2026 |
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| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
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| ICD-9 code prediction | 3 | 4 | Feb 18, 2026 |
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| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
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| Direction | 3 | 2 | Jun 16, 2026 |
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| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
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| Classical Planning | 3 | 2 | Mar 30, 2026 |
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| PDF Parsing | 3 | 2 | Apr 28, 2026 |
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| Average Cross-modal Retrieval | 3 | 2 | Mar 26, 2026 |
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| Video Anomaly Description | 3 | 2 | Apr 1, 2026 |
|---|