Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Multimodal Benchmarking on MMBench (Score and Relative Performance)
Loading...
65.2
MMBench Score
PDrop+E
61.872
62.736
63.6
64.464
Mar 6, 2026
MMBench Score
Relative Performance (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
MMBench Score
Relative Performance (%)
PDrop+E
Energy Threshold (τ)=9...
2026.03
65.2
101.4
PDrop
Energy Threshold (τ)=9...
2026.03
65
101.1
FastV+E
Energy Threshold (τ)=9...
2026.03
64.7
100.6
Base
Backbone=LLaVA-1.5-7B
2026.03
64.3
-
VisionZip+E
Energy Threshold (τ)=9...
2026.03
64.1
99.7
FastV
Energy Threshold (τ)=9...
2026.03
64
99.5
VisionZip
Energy Threshold (τ)=9...
2026.03
64
99.5
FastV
Energy Threshold (τ)=9...
2026.03
63.8
99.2
FastV+E
Energy Threshold (τ)=9...
2026.03
63
98
PDrop
Energy Threshold (τ)=9...
2026.03
63
98
VisionZip+E
Energy Threshold (τ)=9...
2026.03
62.5
97.2
VisionZip
Energy Threshold (τ)=9...
2026.03
62.2
96.7
PDrop+E
Energy Threshold (τ)=9...
2026.03
62
96.4
Feedback
Search any
task
Search any
task