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Performance results of various models on this benchmark
Metrics
mc
oe
Avg.
edit
MVBench
insert1
insert2
w/ sub.
w/o sub.
EgoSchema
AP
AR
CP
IS
OR
SP
SR
TP
TR
Avg
OCR
ARec
ORec
Long
Short
Frames
Medium
Context
Overall
LLM Params
Acc.
Time
Mem. (GB)
FLOPs (TB)
VideoMME wo-sub
Prefill Time (ms)
l1
l2
wo-sub
(l1,l2)
VideoMME
Prune Text Tokens
MSVD
Params.
Cross-attn
MSVD-QA
Video Pretrained
23 rows total