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Image Sentence Alignment On Valse Plurality

Metrics

Accuracy (%)
pairwise accuracy

Results

Performance results of various models on this benchmark

Model Name
Accuracy (%)
pairwise accuracy
Paper TitleRepository
ViLBERT 12-in-162.072.4VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
LXMERT55.164.4VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
CLIP-56.2VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT1-53.1VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT50.361.2VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
VisualBERT46.545.7VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT2-51.9VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
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