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Papers Benchmarks Datasets Tasks

Few-shot task expansion research benchmarks · SOTA2 Research

Few-shot task expansion

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ALFWorld unseen domains

71.58SR

5

Feb 26, 2026

ALFWorld unseen domains 5-shot

71.88Success Rate

5

Feb 26, 2026

ALFWorld 1-shot (unseen domains)

71.28Success Rate (SR)

5

Feb 26, 2026

VirtualHome average performance (unseen domains)

82.59SR

5

Feb 26, 2026

VirtualHome unseen domains 5-shot

83.61Success Rate

5

Feb 26, 2026

VirtualHome unseen domains 1-shot

81.56SR

5

Feb 26, 2026

Popular datasets

AlfWorld VirtualHome

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