Discriminative Hallucination Evaluation on AMBER (test) benchmark leaderboard · SOTA2 Research

Discriminative Hallucination Evaluation on AMBER (test)

86.8AccuracyRC-DPO

Evaluation Results

Method	Links
RC-DPO2026.05		86.8	89.56	90.07	89.81
OPA-DPO2026.05		86.73	89.1	90.54	89.81
VCD2026.05		86.46	89.6	89.41	89.5
RLAIF-V2026.05		86.42	89.13	89.95	89.53
Vanilla2026.05		86.38	88.97	90.09	89.52
RC-DPO2026.05		86.34	87.62	91.83	89.67
OPA-DPO2026.05		86.23	87.28	92.11	89.63
VCD2026.05		86.22	87.6	91.63	89.57
SID2026.05		86.02	87.61	91.13	89.33
Vanilla2026.05		85.99	87.3	91.65	89.41
SID2026.05		85.78	89.4	88.49	88.94
RLAIF-V2026.05		85.62	86.44	92.21	89.22
RC-DPO2026.05		85.28	87.52	90.05	88.76
SeeMe2026.07		83.7	—	—	87.8
Regular2026.07		83.6	—	—	87.7
DCLA2026.07		83.5	—	—	87.7
DoLa2026.07		83.3	—	—	87.7
SPIN2026.07		83.1	—	—	87.5
VCD2026.07		82.6	—	—	87.1
OPA-DPO2026.05		77.36	86.76	76.64	81.38
SeeMe2026.07		76.8	—	—	79.7
DCLA2026.07		76.5	—	—	79.3
SPIN2026.07		76.4	—	—	78.8
Regular2026.07		76.3	—	—	78.8
DoLa2026.07		76.1	—	—	79.1
VCD2026.07		75.9	—	—	78.4
SeeMe2026.07		73.4	—	—	75.1
SeeMe2026.07		72.7	—	—	75.9
DCLA2026.07		72.7	—	—	75.1
DCLA2026.07		72.6	—	—	75.7
RLAIF-V2026.05		72.4	86.09	68.32	76.18
SPIN2026.07		72.3	—	—	75.3
DoLa2026.07		72.2	—	—	74.8
VCD2026.07		72	—	—	74.9
Regular2026.07		71.5	—	—	74.1
DoLa2026.07		71.5	—	—	74.2
VCD2026.07		71.5	—	—	74.4
Regular2026.07		71.4	—	—	74.3
SPIN2026.07		70.9	—	—	74.1
VCD2026.05		70.69	86.03	65.21	74.18
SID2026.05		70.39	85.46	65.26	74
Vanilla2026.05		70.23	85.28	65.16	73.87