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Multimodal Perception on IE-percept

1,454.98IE-percept ScoreLLaVA1.5-7B
1,015.1641,129.3471,243.531,357.713Mar 12, 2026

Evaluation results

MethodLinks
LLaVA1.5-7BRatio=100%2026.031,454.98
GPrune-LLM (Wanda-sp)Ratio=90%2026.031,416.68
Wanda-spRatio=90%2026.031,403.68
GPrune-LLM (FLAP)Ratio=90%2026.031,380.13
GPrune-LLM (Wanda-sp)Ratio=80%2026.031,302.89
GPrune-LLM (FLAP)Ratio=80%2026.031,292.89
FLAPRatio=90%2026.031,232.4
Wanda-spRatio=80%2026.031,156.5
FLAPRatio=80%2026.031,032.08