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Financial Sentiment Analysis on FinS (val)

82.4AccuracyIA2 → SFT
40.2851.21562.1573.085Sep 26, 2025

Evaluation results

MethodLinks
IA2 → SFTModel=Qwen3-4B-Base, N=4, Source Dataset=SST2, OOD=true2025.0982.411
IA2 → SFTModel=Qwen3-4B-Base, N=4, Source Dataset=FinS2025.0978.716
IA2 onlyModel=Qwen3-4B-Base, N=4, Source Dataset=SST2, OOD=true2025.0971.321
SFT onlyModel=Qwen3-4B-Base, N=4, Source Dataset=SST2, OOD=true2025.0968.430
SFT onlyModel=Qwen3-4B-Base, N=4, Source Dataset=FinS2025.0967.431
ICLModel=Qwen3-4B-Base, N=4, Source Dataset=FinS2025.0963.612
IA2 onlyModel=Qwen3-4B-Base, N=4, Source Dataset=FinS2025.0963.124
ICLModel=Qwen3-4B-Base, N=4, Source Dataset=SST2, OOD=true2025.0941.919