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Image Sentence Alignment On Valse Spatial

Metrics

Accuracy (%)
pairwise accuracy

Results

Performance results of various models on this benchmark

Model Name
Accuracy (%)
pairwise accuracy
Paper TitleRepository
VisualBERT49.339.7VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT2-75.0VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
CLIP-64.3VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
LXMERT50.860.2VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT49.957.2VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT 12-in-153.467.7VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT1-77.2VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
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