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Video Question Answering on MovieChat-1K Global Mode
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3.28
Correctness of Information
MovieChat+
1.5848
2.0249
2.465
2.9051
Apr 26, 2024
Correctness of Information
Detail Orientation
Contextual Understanding
Temporal Understanding
Consistency
Updated 4d ago
Evaluation Results
Method
Method
Links
Correctness of Information
Detail Orientation
Contextual Understanding
Temporal Understanding
Consistency
MovieChat+
Text Decoder=LLM based
2024.04
3.28
3.04
3.47
3.22
3.41
MovieChat
Text Decoder=LLM based
2024.04
3.11
2.93
3.24
3.17
3.25
Video Chat
Text Decoder=LLM based
2024.04
3.04
2.75
3.09
3
3.21
Video LLaMA
Text Decoder=LLM based
2024.04
2.75
2.24
2.83
2.62
2.97
Video-ChatGPT
Text Decoder=LLM based
2024.04
2.37
2.3
2.58
2.49
2.69
mPLUG-2
Text Decoder=non-LLM b...
2024.04
1.82
1.93
2.24
1.92
2.35
GIT
Text Decoder=non-LLM b...
2024.04
1.65
1.74
2
1.88
2.16
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