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Image Sentence Alignment On Valse

Metrics

Average Accuracy
average pairwise accuracy

Results

Performance results of various models on this benchmark

Paper TitleRepository
ViLBERT 12-in-163.275.1VALSE: 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
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
LXMERT53.559.6VALSE: 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
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Image Sentence Alignment On Valse | SOTA | HyperAI