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Video Description on MVBench
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4.2
Average Accepted Length
SpecVLM
2.2344
2.7447
3.255
3.7653
Feb 17, 2026
Average Accepted Length
End-to-End Wall-Clock Speedup Ratio
Decoding Speedup Ratio
Updated 4d ago
Evaluation Results
Method
Method
Links
Average Accepted Length
End-to-End Wall-Clock Speedup Ratio
Decoding Speedup Ratio
SpecVLM
Temperature=0, Visual...
2026.02
4.2
1.26
1.43
IVSB
Temperature=0, Visual...
2026.02
3.67
1.83
2.69
IVSB
Temperature=1, Visual...
2026.02
2.9
1.62
2.13
MSD
Temperature=0, Visual...
2026.02
2.65
1.43
1.71
MSD
Temperature=1, Visual...
2026.02
2.31
1.31
1.5
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