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ResearchFormerly WizWand

Multimodal Understanding on CCB

86.77AccuracyQwen3-VL-235B
72.52276.22179.9283.619May 9, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Qwen3-VL-235BToken Retention Ratio=100%2026.0586.77
F3AToken Retention Ratio=60%2026.0586.37
DivPruneToken Retention Ratio=60%2026.0585.91
VisionZipToken Retention Ratio=60%2026.0585.74
CDPrunerToken Retention Ratio=60%2026.0585.62
F3AToken Retention Ratio=40%2026.0585.22
FastVToken Retention Ratio=60%2026.0585.08
DivPruneToken Retention Ratio=40%2026.0584.92
CDPrunerToken Retention Ratio=40%2026.0584.48
FastVToken Retention Ratio=40%2026.0584.01
VisionZipToken Retention Ratio=40%2026.0584.01
F3AToken Retention Ratio=20%2026.0583.66
VisionZipToken Retention Ratio=20%2026.0582.36
CDPrunerToken Retention Ratio=20%2026.0582.11
DivPruneToken Retention Ratio=20%2026.0581.94
FastVToken Retention Ratio=20%2026.0580.88
F3AToken Ratio=60%2026.0578.22
Qwen3-VL-32BToken Ratio=100%2026.0578.13
FastVToken Ratio=60%2026.0577.3
F3AToken Ratio=40%2026.0577.3
DivPruneToken Ratio=60%2026.0577.26
CDPrunerToken Ratio=60%2026.0577.03
VisionZipToken Ratio=60%2026.0576.7
DivPruneToken Ratio=40%2026.0576.43
CDPrunerToken Ratio=40%2026.0576.34
VisionZipToken Ratio=40%2026.0576.34
FastVToken Ratio=40%2026.0575.87
F3AToken Ratio=20%2026.0575.09
FastVToken Ratio=20%2026.0574.91
VisionZipToken Ratio=20%2026.0574.91
CDPrunerToken Ratio=20%2026.0574.86
DivPruneToken Ratio=20%2026.0573.07