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image-sentence alignment
Image Sentence Alignment On Valse Counting 1
Image Sentence Alignment On Valse Counting 1
Metrics
Accuracy (%)
pairwise accuracy
Results
Performance results of various models on this benchmark
Columns
Model Name
Accuracy (%)
pairwise accuracy
Paper Title
Repository
VisualBERT
47.8
48.2
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT
50.6
62.9
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
CLIP
-
62.5
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT 12-in-1
69.2
80.2
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT1
-
48.7
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
LXMERT
55.4
69.2
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT2
-
49.8
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
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