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ResearchFormerly WizWand

Visual Question Answering on GQA (Absolute Score and Compression Retention Rate)

62Absolute ScoreLLaVA-1.5-7B
49.10452.45255.859.148Mar 11, 2026
Updated 7mo ago

Evaluation results

MethodLinks
LLaVA-1.5-7BToken=576, RL Status=Upper Bound, Backbone=LLaVA-1.5-7B2026.0362100
PruMerge+Token=144, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.0361.398.7
TPRLToken=192*, RL Status=Methods with RL, Backbone=LLaVA-1.5-7B2026.0361.198.5
TPRLToken=144*, RL Status=Methods with RL, Backbone=LLaVA-1.5-7B2026.0360.797.9
TPRLToken=128*, RL Status=Methods with RL, Backbone=LLaVA-1.5-7B2026.0360.297.1
VisprunerToken=192, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.0358.192.2
VisprunerToken=128, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.0357.993.4
PruMerge+Token=128, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.0357.893.2
SparseVLMToken=192, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.0357.692.3
SparseVLMToken=128, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.035690.3
ToMeToken=192, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.0354.387.7
FastVToken=192, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.0352.785
ToMeToken=128, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.0352.484.5
FastVToken=128, RL Status=Methods without RL, Backbone=LLaVA-1.5-7B2026.0349.680