Correctness of Information: 3.85Detail Orientation: 3.56Contextual Understanding: 4.21Temporal Understanding: 3.21
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Generative Visual Question Answering
Generating answers in free form to questions posed about images.
논문
Correctness of Information: 2.68Detail Orientation: 2.69Contextual Understanding: 3.27Temporal Understanding: 2.34
Correctness of Information: 3.07Detail Orientation: 3.05Contextual Understanding: 3.60Temporal Understanding: 2.58
Correctness of Information: 3.40Detail Orientation: 2.91Contextual Understanding: 3.72Temporal Understanding: 2.65
Correctness of Information: 3.60Detail Orientation: 3.20Contextual Understanding: 3.90Temporal Understanding: 2.67
mean: 3.32
mean: 3.38
Correctness of Information: 3.40Detail Orientation: 2.80Contextual Understanding: 3.61Temporal Understanding: 2.89
BLEU-1: 7.6
CAT: Enhancing Multimodal Large Language Model to Answer Questions in Dynamic Audio-Visual Scenarios
Correctness of Information: 3.08Detail Orientation: 2.95Contextual Understanding: 3.49Temporal Understanding: 2.81
Correctness of Information: 2.89Detail Orientation: 2.91Contextual Understanding: 3.46Temporal Understanding: 2.39
BLEU-1: 4.1
Correctness of Information: 2.94Detail Orientation: 2.98Contextual Understanding: 3.43Temporal Understanding: 2.68
Correctness of Information: 2.03Detail Orientation: 2.32Contextual Understanding: 2.30Temporal Understanding: 1.98
BLEU-1: 23.2
Correctness of Information: 3.23Detail Orientation: 3.05Contextual Understanding: 3.74Temporal Understanding: 2.93
Correctness of Information: 3.63Detail Orientation: 3.25Contextual Understanding: 4Temporal Understanding: 3.23
Correctness of Information: 2.4Detail Orientation: 2.52Contextual Understanding: 2.62Temporal Understanding: 1.98
Correctness of Information: 1.96Detail Orientation: 2.18Contextual Understanding: 2.16Temporal Understanding: 1.82
Correctness of Information: 2.23Detail Orientation: 2.50Contextual Understanding: 2.53Temporal Understanding: 1.94
Correctness of Information: 3.27Detail Orientation: 3.18Contextual Understanding: 3.74Temporal Understanding: 2.83
Correctness of Information: 2.78Detail Orientation: 3.10Contextual Understanding: 3.40Temporal Understanding: 2.49