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Visual Reasoning on GQA balanced (test-dev)

58.9AccuracyEVPG
48.18850.96953.7556.531Dec 16, 2025

Evaluation results

MethodLinks
EVPGFramework=VisProg, Supervision Type=Supervised, Backbone=InternVL1.52025.1258.9
InternVL1.5Framework=VisProg, Supervision Type=Zero-shot (baseline)2025.1256.3
EVPGFramework=VisProg, Supervision Type=Supervised, Backbone=BLIP_lavis2025.1254.7
BLIP_lavisFramework=VisProg, Supervision Type=Zero-shot (baseline)2025.1251
SDVPFramework=VisProg, Supervision Type=Supervised, Backbone=BLIP_hg2025.1250.4
BLIP_hgFramework=VisProg, Supervision Type=Zero-shot (baseline)2025.1248.6