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Image Sentence Alignment
Image Sentence Alignment On Valse Counting 2
Image Sentence Alignment On Valse Counting 2
Metrics
Accuracy (%)
pairwise accuracy
Results
Performance results of various models on this benchmark
Columns
Model Name
Accuracy (%)
pairwise accuracy
Paper Title
Repository
ViLBERT
51.8
73.7
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT1
-
69.5
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
CLIP
-
57.5
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT2
-
45.3
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
LXMERT
49.9
42.6
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
VisualBERT
50.0
50.0
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT 12-in-1
66.7
77.3
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
0 of 7 row(s) selected.
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