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Multi-modal Perception Evaluation on MME Perception

1,533Perception Score

VILA

632.7552866.47261,100.191,333.9074Feb 7, 2026Feb 8, 2026Feb 9, 2026Feb 11, 2026Feb 12, 2026Feb 13, 2026Feb 15, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.02
1,533
2026.02
1,510.7
2026.02
1,448
2026.02
1,415.7
2026.02
1,388.19
2026.02
1,365.4
2026.02
1,336.2
2026.02
1,305.7
2026.02
1,298.5
2026.02
1,283.48
2026.02
1,279.21
2026.02
1,242.25
2026.02
1,239.48
2026.02
1,229.43
2026.02
1,224.84
2026.02
1,212.8
2026.02
1,187.05
2026.02
1,178.87
2026.02
1,171.83
2026.02
1,169.11
2026.02
1,167.08
2026.02
1,155
2026.02
1,129.08
2026.02
1,122.73
2026.02
1,097.2
2026.02
1,090.1
2026.02
1,069.8
2026.02
1,047.34
2026.02
1,004.94
2026.02
686.29
2026.02
667.38