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ResearchFormerly WizWand

Entailment on Compositional Entailment Conjunction

96.55ROC AUCmpnet-base-v2 + SPH (SE128)
82.364486.047289.7393.4128Aug 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=true2025.0896.55
mpnet-base-v2 + SPH (SE64)Backbone=mpnet-base-v2, Head=SPH, Representation Dimension=64, Zero-shot protocol=true2025.0895.87
all-MiniLM-L6-v2 + SPH (SE128)Backbone=all-MiniLM-L6-v2, Head=SPH, Representation Dimension=128, Zero-shot protocol=true2025.0895.02
all-MiniLM-L6-v2 + SPH (SE64)Backbone=all-MiniLM-L6-v2, Head=SPH, Representation Dimension=64, Zero-shot protocol=true2025.0894.68
mpnet-base-v2 + Box64Backbone=mpnet-base-v2, Head=Box, Representation Dimension=64, Zero-shot protocol=true2025.0891.51
all-MiniLM-L6-v2 + MLP(p, h, p - h)Backbone=all-MiniLM-L6-v2, Head=MLP(p, h, p - h), Zero-shot protocol=true2025.0891.22
mpnet-base-v2 + MLP(p, h, p - h)Backbone=mpnet-base-v2, Head=MLP(p, h, p - h), Zero-shot protocol=true2025.0890.2
mpnet-base-v2 + Box128Backbone=mpnet-base-v2, Head=Box, Representation Dimension=128, Zero-shot protocol=true2025.0889.95
all-MiniLM-L6-v2 + MLP(p, h)Backbone=all-MiniLM-L6-v2, Head=MLP(p, h), Zero-shot protocol=true2025.0886.45
mpnet-base-v2 + MLP(p, h)Backbone=mpnet-base-v2, Head=MLP(p, h), Zero-shot protocol=true2025.0882.91