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Ethical and Affective Alignment on Risk-stratified dataset

8.5787Respectful ToneETHICMIND_GPT-4o
4.3938445.4802976.566757.653203Apr 10, 2026

Evaluation results

MethodLinks
ETHICMIND_GPT-4oBackbone=GPT-4o, Average Response Length (Avg.Len.)=53.862026.048.57877.30697.35138.3437.895
Llama-3.3-70BAverage Response Length (Avg.Len.)=55.992026.048.53796.84177.08338.2627.6812
Emotional-llama-8BAverage Response Length (Avg.Len.)=76.622026.048.52656.32136.86336.88577.1492
GPT-4oAverage Response Length (Avg.Len.)=47.542026.048.45716.836.98648.10847.5955
ETHICMIND_Llama3.3-70BBackbone=Llama-3.3-70B, Average Response Length (Avg.Len.)=67.972026.048.43487.03297.44538.35667.8174
Llama-2-7b-chatAverage Response Length (Avg.Len.)=117.712026.048.3117.24416.52217.65317.4326
ETHICMIND_Llama3-8BBackbone=Llama-3-8B-Instruct, Average Response Length (Avg.Len.)=62.762026.048.23996.67247.30947.91617.5344
Llama-3-8B-InstructAverage Response Length (Avg.Len.)=51.782026.048.22796.56466.89047.78937.368
COSMO-3BAverage Response Length (Avg.Len.)=25.082026.044.55484.37014.01195.24164.5446