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Image Sentence Alignment On Valse Coreference

Metrics

Accuracy (%)
pairwise accuracy

Results

Performance results of various models on this benchmark

Model Name
Accuracy (%)
pairwise accuracy
Paper TitleRepository
ViLBERT 12-in-154.475.7VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
CLIP-52.1VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
LXMERT49.846.8VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT50.047.2VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
VisualBERT50.049.5VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT1-45.6VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT2-54.5VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
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