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Aggregated Performance Evaluation on VLM Evaluation Average
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100
Average Relative Performance
Original
72.076
79.3255
86.575
93.8245
Apr 19, 2026
Average Relative Performance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Relative Performance
Original
Precision (Pre.)=FP16,...
2026.04
100
AWQ
Precision (Pre.)=W4A16...
2026.04
98.59
GPTQ
Precision (Pre.)=W4A16...
2026.04
97.8
Quant.
Precision (Pre.)=W4A4,...
2026.04
96.35
Pruning
Precision (Pre.)=FP16,...
2026.04
93.85
QUOTA
Precision (Pre.)=W4A4,...
2026.04
93.38
DivPrune
Precision (Pre.)=FP16,...
2026.04
93.2
FastV
Precision (Pre.)=FP16,...
2026.04
92.58
LUQ
Precision (Pre.)=W2.75...
2026.04
89.72
PDrop
Precision (Pre.)=FP16,...
2026.04
87.44
VTW
Precision (Pre.)=FP16,...
2026.04
73.15
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