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Visual Question Answering on MMBench CN V1.1 (dev)

56.66AccuracyMRoPE
49.005650.992852.9854.9672Mar 11, 2026

Evaluation results

MethodLinks
MRoPEPositional Encoding Method=MRoPE, DIPE Enhancement=+DIPE2026.0356.66
Vanilla RoPEPositional Encoding Method=Vanilla RoPE, DIPE Enhancement=+DIPE2026.0356.5
MRoPE-IPositional Encoding Method=MRoPE-I, DIPE Enhancement=+DIPE2026.0354.95
MRoPE-IPositional Encoding Method=MRoPE-I, DIPE Enhancement=Base2026.0352.79
Vanilla RoPEPositional Encoding Method=Vanilla RoPE, DIPE Enhancement=Base2026.0352.01
MRoPEPositional Encoding Method=MRoPE, DIPE Enhancement=Base2026.0349.3