List your company

Few-shot task expansion on ALFWorld 1-shot (unseen domains)

71.28Success Rate (SR)TMoW
6.415223.255140.09556.9349Jan 30, 2026

Evaluation results

MethodLinks
TMoWshot=12026.0171.2834.23
SayCanPayshot=12026.0146.0839
LLM+FTshot=12026.0143.1240.18
FLAREshot=12026.0112.2843.67
LLM-Plannershot=12026.018.9147.43