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Image Sentence Alignment On Valse Actant Swap

Metrics

Accuracy (%)
pairwise accuracy

Results

Performance results of various models on this benchmark

Model Name
Accuracy (%)
pairwise accuracy
Paper TitleRepository
LXMERT48.545.8VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
CLIP-68.6VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT 12-in-152.258.9VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
VisualBERT49.744.4VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT2-76.9VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT50.468.3VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT1-72.2VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
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