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Latency Analysis on LVLM generation
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8.1646
Average Generation Time (s)
w/o watermark
8.038
8.89255
9.7471
10.60165
Jan 12, 2026
Average Generation Time (s)
Updated 2d ago
Evaluation Results
Method
Method
Links
Average Generation Time (s)
w/o watermark
Model=Llava-1.5, Token...
2026.01
8.1646
KGW
Model=Llava-1.5, Token...
2026.01
8.2615
SWEET
Model=Llava-1.5, Token...
2026.01
8.2917
DiP
Model=Llava-1.5, Token...
2026.01
8.3464
Unbiased
Model=Llava-1.5, Token...
2026.01
8.3474
w/o watermark
Model=Qwen3-VL, Tokens...
2026.01
8.9892
VISA-Mark
Model=Llava-1.5, Token...
2026.01
9.0387
Unbiased
Model=Qwen3-VL, Tokens...
2026.01
9.1576
KGW
Model=Qwen3-VL, Tokens...
2026.01
9.1579
SWEET
Model=Qwen3-VL, Tokens...
2026.01
9.1813
DiP
Model=Qwen3-VL, Tokens...
2026.01
9.2829
VLA
Model=Llava-1.5, Token...
2026.01
9.4673
VISA-Mark
Model=Qwen3-VL, Tokens...
2026.01
10.4423
VLA
Model=Qwen3-VL, Tokens...
2026.01
11.3296
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