Entailment on Compositional Entailment Negation
95.76ROC AUCmpnet-base-v2 + SPH (SE128)
Evaluation Results
| Method | Links | |
|---|---|---|
| mpnet-base-v2 + SPH (SE128)Backbone=mpnet-base-v2, Head=SPH, Representation Dimension=128, Zero-shot protocol=true2025.08 | 95.76 | |
| mpnet-base-v2 + SPH (SE64)Backbone=mpnet-base-v2, Head=SPH, Representation Dimension=64, Zero-shot protocol=true2025.08 | 93.89 | |
| all-MiniLM-L6-v2 + SPH (SE128)Backbone=all-MiniLM-L6-v2, Head=SPH, Representation Dimension=128, Zero-shot protocol=true2025.08 | 92.77 | |
| all-MiniLM-L6-v2 + SPH (SE64)Backbone=all-MiniLM-L6-v2, Head=SPH, Representation Dimension=64, Zero-shot protocol=true2025.08 | 90.49 | |
| mpnet-base-v2 + MLP(p, h, p - h)Backbone=mpnet-base-v2, Head=MLP(p, h, p - h), Zero-shot protocol=true2025.08 | 68.69 | |
| all-MiniLM-L6-v2 + MLP(p, h)Backbone=all-MiniLM-L6-v2, Head=MLP(p, h), Zero-shot protocol=true2025.08 | 57.68 | |
| mpnet-base-v2 + MLP(p, h)Backbone=mpnet-base-v2, Head=MLP(p, h), Zero-shot protocol=true2025.08 | 55.75 | |
| all-MiniLM-L6-v2 + MLP(p, h, p - h)Backbone=all-MiniLM-L6-v2, Head=MLP(p, h, p - h), Zero-shot protocol=true2025.08 | 48.62 |