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Human Preference Alignment Out-of-Domain (test)

35.3HPS-v2.1TAFS-GRPO
27.70829.67931.6533.621Feb 2, 2026

Evaluation results

MethodLinks
TAFS-GRPONFE_pi_theta_old / NFE_pi_theta=4 / 3, Iteration Time (s)=1162026.0235.3159.53.511
DanceGRPONFE_pi_theta_old / NFE_pi_theta=25 / 14, Iteration Time (s)=6462026.0233.3121.23.484
MixGRPONFE_pi_theta_old / NFE_pi_theta=25 / 4, Iteration Time (s)=3342026.0232.41213.472
Flow-GRPONFE_pi_theta_old / NFE_pi_theta=10 / 6, Iteration Time (s)=2482026.0230.4103.53.46
Reward-InstructIteration Time (s)=2062026.0228.697.33.392
RG-LCDIteration Time (s)=4662026.0228.392.93.336
Flux.1-dev2026.022884.83.328