Share your thoughts, 1 month free Claude Pro on usSee more

Efficiency Analysis on POPE

11Total Time

LLaVA-1.5-7B + EvoCut

Updated 1d ago

Evaluation Results

Method	Links
LLaVA-1.5-7B + EvoCut 2026.06		11	1.44	68.4	1.49	2.04
LLaVA-1.5-7B + PDrop 2026.06		12	1.32	72.5	1.41	2.16
LLaVA-1.5-7B + VisionZip 2026.06		12	1.4	69.2	1.47	2.03
LLaVA-1.5-7B + V2Drop 2026.06		12	1.37	71	1.44	2.12
LLaVA-1.5-7B + ApET 2026.06		12	1.42	68.9	1.48	2.09
LLaVA-1.5-7B + FastV 2026.06		15	1.1	87.3	1.17	2.26
LLaVA-1.5-7B + SparseVLM 2026.06		15	1.07	90.1	1.13	2.31
LLaVA-1.5-7B 2026.06		17	1	102	1	8.82