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Image Sentence Alignment On Valse

Metrics

Average Accuracy
average pairwise accuracy

Results

Performance results of various models on this benchmark

Model Name
Average Accuracy
average pairwise accuracy
Paper TitleRepository
ViLBERT 12-in-163.275.1VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
LXMERT53.559.6VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
CLIP-64.0VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT51.363.7VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
VisualBERT48.846.4VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT1-60.7VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT2-60.1VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
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