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Multimodal Understanding and QA on MME, OCRBench, DocVQA, RealWorldQA, and VLMBlind

2,386MME Score

BATQuant

1,978.322,084.162,1902,295.84Mar 17, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.03
2,38689395.5570.273.1499.29
2026.03
2,37790695.8170.9873.98100
2026.03
2,36889095.4769.9372.8298.89
2026.03
2,36086494.3167.3269.796.43
2026.03
2,35388895.1269.1472.7798.41
2026.03
2,35188695.3169.0273.998.66
2026.03
2,34988594.8170.0669.4697.61
2026.03
2,34689195.0369.1572.6298.36
2026.03
2,34088595.1471.1171.7998.53
2026.03
2,33288595.0768.6370.9297.51
2026.03
2,32986594.7270.1967.1896.4
2026.03
2,32886794.1568.170.8196.71
2026.03
2,32787095.0769.871.1297.53
2026.03
2,32187294.7970.4669.8297.29
2026.03
2,31788494.7270.1968.9197.19
2026.03
2,29686895.1169.0270.2696.77
2026.03
2,29488394.7269.870.9997.43
2026.03
2,29388494.8868.7670.7597.11
2026.03
2,28684993.9866.9367.2994.64
2026.03
2,28386794.6369.867.3695.98
2026.03
2,28387194.3967.0266.9995.13
2026.03
2,28085794.6668.5268.3695.65
2026.03
2,26486293.9368.8966.2695.01
2026.03
2,24882994.1868.6364.593.65
2026.03
2,24383892.765.2366.4793.07
2026.03
2,23684194.0768.6366.0394.2
2026.03
2,23187394.165.6268.8694.79
2026.03
2,22085694.0568.567.594.76
2026.03
2,21783294.4168.169.0494.58
2026.03
2,20887894.6469.5471.0196.51
2026.03
2,18981093.4764.9757.6289.69
2026.03
2,14780592.9466.1462.1490.74
2026.03
1,99480191.7965.3660.2388.32