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Comprehensive Performance Retention Evaluation on Aggregate MLLM Benchmark Suite

100.31Average Performance Retention

V-Skip

Updated 1mo ago

Evaluation Results

Method	Links
V-Skip 2026.06		100.31
LLaVA-1.5-7B 2026.06		100
LLaVA-1.5-13B 2026.06		100
LLaVA-NeXT-7B 2026.06		100
LLaVA-NeXT-13B 2026.06		100
Qwen2.5-VL-7B 2026.06		100
V-Skip 2026.06		99.77
V-Skip 2026.06		99.75
ShortV 2026.06		99.5
V-Skip 2026.06		98.42
ShortV 2026.06		98
ShortV 2026.06		97.73
ShortV 2026.06		97.27
VTW 2026.06		96.14
VTW 2026.06		94.86
V-Skip 2026.06		94.16
VTW 2026.06		94
VTW 2026.06		89.51
VTW 2026.06		88.71
ShortV 2026.06		87.11