ResearchBenchmarksImage-Text Alignment on ProtoBias Objects (300 human annotated samples)Image-Text Alignment on ProtoBias Objects (300 human annotated samples)Follow1SC ScoreGPT-50.3240.49950.6750.8505Jan 8, 2026Evaluation resultsMethodMethodLinksSC ScorePA ScoreDeltaGPT-52026.0110.330.67VQAScore2026.010.930.750.19ProtoScore2026.010.890.540.35Human2026.010.840.40.44CLIPScore2026.010.60.510.08GPT-4o2026.010.50.220.28PickScore2026.010.350.290.07