Image-Text Alignment on ProtoBias Demography benchmark leaderboard · SOTA2 Research

Image-Text Alignment on ProtoBias Demography

75SCProtoScore

Evaluation Results

Method	Links
ProtoScore2026.01		75	57	0.18
CLIPScore2026.01		56	69	-0.13
GPT-52026.01		56	25	0.31
GPT-4o2026.01		53	50	0.03
Human2026.01		50	17	0.33
VQAScore2026.01		39	50	-0.11
PickScore2026.01		36	24	0.11