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Image Sentence Alignment On Valse Plurality

Métriques

Accuracy (%)

pairwise accuracy

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Accuracy (%)	pairwise accuracy	Paper Title	Repository
ViLBERT 12-in-1	62.0	72.4	VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
LXMERT	55.1	64.4	VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
CLIP	-	56.2	VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT1	-	53.1	VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
ViLBERT	50.3	61.2	VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
VisualBERT	46.5	45.7	VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
GPT2	-	51.9	VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena

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