VQA v2 test-dev
Accuracy
VisualBERT
Visual Question Answering
70.8
VQA v2 test-std
Accuracy
VisualBERT
Visual Question Answering
71
VCR (Q-A) dev
Accuracy
VisualBERT
Visual Question Answering
70.8
VCR (Q-A) test
Accuracy
VisualBERT
Visual Question Answering
71.6
VCR (QA-R) dev
Accuracy
VisualBERT
Visual Question Answering
73.2
VCR (QA-R) test
Accuracy
VisualBERT
Visual Question Answering
73.2
VCR (Q-AR) dev
Accuracy
VisualBERT
Visual Question Answering
52.2
VCR (Q-AR) test
Accuracy
VisualBERT
Visual Question Answering
52.4
NLVR
Accuracy (Test-P)
VisualBERT
Visual Reasoning
67
NLVR
Accuracy (Test-U)
VisualBERT
Visual Reasoning
67.3
Flickr30k Entities Dev
R@1
VisualBERT
Phrase Grounding
70.4
Flickr30k Entities Test
R@1
VisualBERT
Phrase Grounding
71.33
Flickr30k Entities Dev
R@5
VisualBERT
Phrase Grounding
84.49
Flickr30k Entities Test
R@5
VisualBERT
Phrase Grounding
84.98
Flickr30k Entities Dev
R@10
VisualBERT
Phrase Grounding
86.31
Flickr30k Entities Test
R@10
VisualBERT
Phrase Grounding
86.51
NLVR2 Dev
Accuracy
VisualBERT
Visual Reasoning
66.7