Financial Sentiment Analysis on FinS (val)
82.4AccuracyIA2 → SFT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IA2 → SFTModel=Qwen3-4B-Base, N=4, Source Dataset=SST2, OOD=true2025.09 | 82.4 | 11 | |
| IA2 → SFTModel=Qwen3-4B-Base, N=4, Source Dataset=FinS2025.09 | 78.7 | 16 | |
| IA2 onlyModel=Qwen3-4B-Base, N=4, Source Dataset=SST2, OOD=true2025.09 | 71.3 | 21 | |
| SFT onlyModel=Qwen3-4B-Base, N=4, Source Dataset=SST2, OOD=true2025.09 | 68.4 | 30 | |
| SFT onlyModel=Qwen3-4B-Base, N=4, Source Dataset=FinS2025.09 | 67.4 | 31 | |
| ICLModel=Qwen3-4B-Base, N=4, Source Dataset=FinS2025.09 | 63.6 | 12 | |
| IA2 onlyModel=Qwen3-4B-Base, N=4, Source Dataset=FinS2025.09 | 63.1 | 24 | |
| ICLModel=Qwen3-4B-Base, N=4, Source Dataset=SST2, OOD=true2025.09 | 41.9 | 19 |