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ResearchFormerly WizWand

Entailment on Compositional Entailment Negation

95.76ROC AUCmpnet-base-v2 + SPH (SE128)
46.734459.462272.1984.9178Aug 21, 2025
Updated 5mo ago

Evaluation results

MethodLinks
mpnet-base-v2 + SPH (SE128)Backbone=mpnet-base-v2, Head=SPH, Representation Dimension=128, Zero-shot protocol=true2025.0895.76
mpnet-base-v2 + SPH (SE64)Backbone=mpnet-base-v2, Head=SPH, Representation Dimension=64, Zero-shot protocol=true2025.0893.89
all-MiniLM-L6-v2 + SPH (SE128)Backbone=all-MiniLM-L6-v2, Head=SPH, Representation Dimension=128, Zero-shot protocol=true2025.0892.77
all-MiniLM-L6-v2 + SPH (SE64)Backbone=all-MiniLM-L6-v2, Head=SPH, Representation Dimension=64, Zero-shot protocol=true2025.0890.49
mpnet-base-v2 + MLP(p, h, p - h)Backbone=mpnet-base-v2, Head=MLP(p, h, p - h), Zero-shot protocol=true2025.0868.69
all-MiniLM-L6-v2 + MLP(p, h)Backbone=all-MiniLM-L6-v2, Head=MLP(p, h), Zero-shot protocol=true2025.0857.68
mpnet-base-v2 + MLP(p, h)Backbone=mpnet-base-v2, Head=MLP(p, h), Zero-shot protocol=true2025.0855.75
all-MiniLM-L6-v2 + MLP(p, h, p - h)Backbone=all-MiniLM-L6-v2, Head=MLP(p, h, p - h), Zero-shot protocol=true2025.0848.62