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Skill sequence dataset and benchmarks · SOTA2 Research

Research Datasets

Skill sequence

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Continual learning and retention

Skill sequence Historical stages (previous skills)

3.9Forgetting

7

Out-of-distribution robustness evaluation

Skill sequence (OOD)

58.2OOD Accuracy

7

Future adaptation learning

Skill sequence Next-stage (subsequent task)

0.67Future AUC

7

Skill-based adaptation

Skill sequence (Current-stage tasks)

62.4Current Stage Performance

7

Popular tasks

Skill-based adaptation Future adaptation learning Out-of-distribution robustness evaluation Continual learning and retention

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