Sentiment Steering on 15 prefix prompts length 50
100Sentiment AccuracyILRR
Evaluation Results
| Method | Links | |
|---|---|---|
| ILRRBase Model=LLaDA, alpha1=0.95, alpha2=1.0, Sequence Length=50, Normalized NFE=22026.01 | 100 | |
| ILRRBase Model=LLaDA, alpha1=0.8, alpha2=0.85, Sequence Length=50, Normalized NFE=22026.01 | 98.8 | |
| ILRRBase Model=MDLM, alpha=1.0, Sequence Length=50, Normalized NFE=42026.01 | 69.5 | |
| FKBase Model=LLaDA, Sequence Length=50, Normalized NFE=42026.01 | 69.4 | |
| PG-DLMBase Model=LLaDA, Sequence Length=50, Normalized NFE=42026.01 | 66.6 | |
| ILRRBase Model=MDLM, alpha=0.8, Sequence Length=50, Normalized NFE=42026.01 | 58 | |
| best-of-nBase Model=LLaDA, Sequence Length=50, Normalized NFE=42026.01 | 48.2 | |
| FKBase Model=MDLM, phi=1, Sequence Length=50, Normalized NFE=42026.01 | 37.4 | |
| best-of-nBase Model=MDLM, Sequence Length=50, Normalized NFE=42026.01 | 36.7 | |
| PG-DLMBase Model=MDLM, Sequence Length=50, Normalized NFE=42026.01 | 23.8 | |
| FKBase Model=MDLM, phi=4, Sequence Length=50, Normalized NFE=42026.01 | 10 |