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Benchmarks
Aggregated Performance Evaluation on GQA, MME, POPE, MMStar, OCRBench, and ChartQA
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58.7
Average Deviation Rate (ADR)
FastV
57.048
68.199
79.35
90.501
Apr 20, 2026
Average Deviation Rate (ADR)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Deviation Rate (ADR)
FastV
Token Reduction=93.75%
2026.04
58.7
PruMerge+
Token Reduction=93.75%
2026.04
58.9
VisionZip
Token Reduction=93.75%
2026.04
59.7
DART
Token Reduction=93.75%
2026.04
61.4
FastV
Token Reduction=88.89%
2026.04
65.9
DASH
Token Reduction=93.75%
2026.04
66.7
PruMerge+
Token Reduction=88.89%
2026.04
68.4
DART
Token Reduction=88.89%
2026.04
69.1
VisionZip
Token Reduction=88.89%
2026.04
69.8
DASH
Token Reduction=88.89%
2026.04
74.7
PruMerge+
Token Reduction=75.00%
2026.04
79.5
FastV
Token Reduction=75.00%
2026.04
80
DART
Token Reduction=75.00%
2026.04
81.4
VisionZip
Token Reduction=75.00%
2026.04
83
DASH
Token Reduction=75.00%
2026.04
85.2
Vanilla
Token Reduction=0% (Up...
2026.04
100
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