Step-wise Confidence Attribution on MoreHopQA benchmark leaderboard · SOTA2 Research

Step-wise Confidence Attribution on MoreHopQA

0.8084AUROCGIBS

Evaluation Results

Method	Links
GIBS2026.05		0.8084	0.8357	70.51	0.1832
NLI-Max2026.05		0.6663	0.7766	64.57	0.1107
GIBS2026.05		0.6619	0.6866	70.53	0.356
GIBS2026.05		0.6471	0.6694	56.02	0.3173
NLI-Mean2026.05		0.6291	0.6899	64.98	0.4305
Entropy2026.05		0.6103	0.715	68.12	0.0952
Entropy2026.05		0.6012	0.6702	57.09	0.052
Cos-Mean2026.05		0.5938	0.6919	64.19	0.2434
NLI-Max2026.05		0.5801	0.6637	69.61	0.2323
Entropy2026.05		0.551	0.5413	55.86	0.2148
NLI-Mean2026.05		0.544	0.6428	67.76	0.461
P(true)2026.05		0.5228	0.5486	54.5	0.5357
P(true)2026.05		0.5177	0.6492	66.06	0.6443
NLI-Mean2026.05		0.5124	0.5535	53.14	0.3902
P(true)2026.05		0.5086	0.6159	63.62	0.6203
Cos-Mean2026.05		0.5044	0.5487	52.75	0.316
NLI-Max2026.05		0.4937	0.5485	53.47	0.2159
Cos-Mean2026.05		0.4779	0.6492	63.88	0.2023
SL(norm)2026.05		0.4005	0.4506	51.87	0.3168
Cos-Max2026.05		0.3836	0.4446	51.79	0.3687
Cos-Max2026.05		0.3454	0.5284	64.13	0.2614
Cos-Max2026.05		0.339	0.5129	60.31	0.3066
LECO2026.05		0.328	0.4365	49.21	0.3501
SL(norm)2026.05		0.3198	0.4966	58.91	0.2751
LECO2026.05		0.3116	0.5777	56.42	0.37
LECO2026.05		0.276	0.4944	57.82	0.4254
SL(norm)2026.05		0.2463	0.4894	60.49	0.2829