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RLHF Alignment on UltraFeedback In-domain v1 (test)

81Win Rate

GEB-π

Updated 4d ago

Evaluation Results

Method	Links
GEB-π 2025.09		81	0.7542
GEB-1/π 2025.09		80	0.7554
XPO 2025.09		79.71	0.7492
GEB-arctanh(π − 1) 2025.09		79.71	0.7559
VPO 2025.09		78.57	0.7426
f-DPO 2025.09		78.42	0.748
FEB 2025.09		78.42	0.748
SELM 2025.09		77.56	0.753
GEB-arctanh(π − 1) 2025.09		75.69	0.6614
GEB-π 2025.09		75.48	0.6641
GEB-arctanh(π − 1) 2025.09		74.98	0.808
GEB-1/π 2025.09		74.76	0.8102
GEB-π 2025.09		74.34	0.8156
SELM 2025.09		74.19	0.8126
GEB-1/π 2025.09		73.97	0.6541
GEB-arctanh(π − 1) 2025.09		73.26	0.7877
f-DPO 2025.09		73.11	0.805
FEB 2025.09		73.11	0.805
f-DPO 2025.09		72.69	0.6536
XPO 2025.09		72.4	0.8119
GEB-arctanh(π − 1) 2025.09		72.38	0.7842
GEB-1/π 2025.09		72.25	0.7859
GEB-1/π 2025.09		71.73	0.7851
GEB-π 2025.09		71.68	0.784
VPO 2025.09		71.61	0.7971
FEB 2025.09		71.54	0.6525
GEB-π 2025.09		71.23	0.7892
f-DPO 2025.09		71.11	0.7859
f-DPO 2025.09		70.53	0.7829
FEB 2025.09		69.74	0.7751
GEB-π 2025.09		69.39	0.672
GEB-arctanh(π − 1) 2025.09		69.39	0.6721
GEB-arctanh(π − 1) 2025.09		68.89	0.7569
GEB-1/π 2025.09		68.74	0.6715
FEB 2025.09		68.17	0.7591
GEB-1/π 2025.09		68.17	0.7591
FEB 2025.09		67.95	0.7611
GEB-π 2025.09		67.67	0.7681
f-DPO 2025.09		67.4	0.6645
f-DPO 2025.09		67.38	0.7579
FEB 2025.09		65.83	0.6644
GEB-arctanh(π − 1) 2025.09		52.76	0.5989
GEB-1/π 2025.09		52.26	0.6051
GEB-π 2025.09		51.68	0.5976
f-DPO 2025.09		51.11	0.5918
FEB 2025.09		47.53	0.5928