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Benchmarks
Multimodal Evaluation on Aggregate Benchmarks
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100
Average Score
Baseline
68.384
76.592
84.8
93.008
Aug 1, 2025
Sep 1, 2025
Oct 3, 2025
Nov 4, 2025
Dec 5, 2025
Jan 6, 2026
Feb 7, 2026
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Score
Baseline
Base Model=Qwen-2.5-VL...
2026.02
100
Qwen
Token Retention Rate=1...
2025.08
100
HiPrune
Token Retention Rate=2...
2025.08
96.2
HiPrune++
Token Retention Rate=2...
2025.08
95.7
VisionZip
Token Retention Rate=2...
2025.08
95.6
IDPruner
Retained Tokens=25%
2026.02
95.18
HiPrune
Token Retention Rate=1...
2025.08
90.1
VisionZip
Token Retention Rate=1...
2025.08
89.8
HiPrune++
Token Retention Rate=1...
2025.08
89.8
FastV
Token Retention Rate=2...
2025.08
88.6
IDPruner
Retained Tokens=10%
2026.02
86.47
HiPrune
Token Retention Rate=5...
2025.08
84.7
HiPrune++
Token Retention Rate=5...
2025.08
84
VisionZip
Token Retention Rate=5...
2025.08
83.5
FastV
Token Retention Rate=1...
2025.08
77.7
FastV
Token Retention Rate=5...
2025.08
69.6
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