Faithful Calibration on Faithful Calibration Dataset Suite (test) benchmark leaderboard · SOTA2 Research

Faithful Calibration on Faithful Calibration Dataset Suite (test)

85PQARLMF

Evaluation Results

Method	Links
RLMF2026.06		85	81	83	82	81	84	84	83	86	86	84	41	0.26
RLMF2026.06		85	82	86	82	84	82	83	82	83	84	83	57	0.19
+RL2026.06		82	78	80	79	75	73	81	80	73	72	77	40	0.2
RLMF + Rewr.2026.06		82	86	80	84	80	80	87	87	82	82	83	57	0.19
RLMF + Rewr.2026.06		81	86	80	81	80	81	82	81	87	83	82	41	0.26
+RL2026.06		75	66	69	20	55	54	58	44	32	38	51	59	0.26
FUT2026.06		69	67	68	66	63	70	63	63	68	67	66	31	0.29
MetaFaith2026.06		68	71	65	67	67	64	64	66	68	72	67	28	0.36
Gemini-3.1-Pro2026.06		62	71	70	68	72	68	66	71	73	82	70	78	0.15
Llama3.1-8B-Ins2026.06		60	61	61	50	65	62	48	61	59	71	60	31	0.33
Gemini-3-Flash2026.06		59	64	55	66	67	70	65	66	77	71	66	72	0.16
FUT2026.06		57	75	48	74	72	71	66	67	71	74	67	38	0.41
Qwen3-8B2026.06		53	63	57	54	63	59	59	59	7	62	54	55	0.31
MetaFaith2026.06		53	66	47	68	67	72	70	49	70	67	63	51	0.29
GPT-52026.06		50	61	52	66	59	57	60	57	68	77	61	69	0.19