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Benchmarks
Sentiment Steering on 15 prefix prompts length 50
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100
Sentiment Accuracy
ILRR
6.4
30.7
55
79.3
Jan 29, 2026
Sentiment Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Sentiment Accuracy
ILRR
Base Model=LLaDA, alph...
2026.01
100
ILRR
Base Model=LLaDA, alph...
2026.01
98.8
ILRR
Base Model=MDLM, alpha...
2026.01
69.5
FK
Base Model=LLaDA, Sequ...
2026.01
69.4
PG-DLM
Base Model=LLaDA, Sequ...
2026.01
66.6
ILRR
Base Model=MDLM, alpha...
2026.01
58
best-of-n
Base Model=LLaDA, Sequ...
2026.01
48.2
FK
Base Model=MDLM, phi=1...
2026.01
37.4
best-of-n
Base Model=MDLM, Seque...
2026.01
36.7
PG-DLM
Base Model=MDLM, Seque...
2026.01
23.8
FK
Base Model=MDLM, phi=4...
2026.01
10
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