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Discriminative Hallucination Evaluation on AMBER (test)

86.8Accuracy

RC-DPO

Updated 18d ago

Evaluation Results

Method	Links
RC-DPO 2026.05		86.8	89.56	90.07	89.81
OPA-DPO 2026.05		86.73	89.1	90.54	89.81
VCD 2026.05		86.46	89.6	89.41	89.5
RLAIF-V 2026.05		86.42	89.13	89.95	89.53
Vanilla 2026.05		86.38	88.97	90.09	89.52
RC-DPO 2026.05		86.34	87.62	91.83	89.67
OPA-DPO 2026.05		86.23	87.28	92.11	89.63
VCD 2026.05		86.22	87.6	91.63	89.57
SID 2026.05		86.02	87.61	91.13	89.33
Vanilla 2026.05		85.99	87.3	91.65	89.41
SID 2026.05		85.78	89.4	88.49	88.94
RLAIF-V 2026.05		85.62	86.44	92.21	89.22
RC-DPO 2026.05		85.28	87.52	90.05	88.76
SeeMe 2026.07		83.7	-	-	87.8
Regular 2026.07		83.6	-	-	87.7
DCLA 2026.07		83.5	-	-	87.7
DoLa 2026.07		83.3	-	-	87.7
SPIN 2026.07		83.1	-	-	87.5
VCD 2026.07		82.6	-	-	87.1
OPA-DPO 2026.05		77.36	86.76	76.64	81.38
SeeMe 2026.07		76.8	-	-	79.7
DCLA 2026.07		76.5	-	-	79.3
SPIN 2026.07		76.4	-	-	78.8
Regular 2026.07		76.3	-	-	78.8
DoLa 2026.07		76.1	-	-	79.1
VCD 2026.07		75.9	-	-	78.4
SeeMe 2026.07		73.4	-	-	75.1
SeeMe 2026.07		72.7	-	-	75.9
DCLA 2026.07		72.7	-	-	75.1
DCLA 2026.07		72.6	-	-	75.7
RLAIF-V 2026.05		72.4	86.09	68.32	76.18
SPIN 2026.07		72.3	-	-	75.3
DoLa 2026.07		72.2	-	-	74.8
VCD 2026.07		72	-	-	74.9
Regular 2026.07		71.5	-	-	74.1
DoLa 2026.07		71.5	-	-	74.2
VCD 2026.07		71.5	-	-	74.4
Regular 2026.07		71.4	-	-	74.3
SPIN 2026.07		70.9	-	-	74.1
VCD 2026.05		70.69	86.03	65.21	74.18
SID 2026.05		70.39	85.46	65.26	74
Vanilla 2026.05		70.23	85.28	65.16	73.87