Information Retrieval on Cross-Standard Control Association 1.0 (B)
0.87nDCG@10 (All Queries)multi-qa-mpnet-base-dot-v1
Evaluation results
| Method | Links | ||
|---|---|---|---|
| multi-qa-mpnet-base-dot-v1Variant=DA + Back-Trans2026.07 | 0.87 | 0.965 | |
| multi-qa-mpnet-base-dot-v1Variant=DA (Base)2026.07 | 0.842 | 0.954 | |
| multi-qa-mpnet-base-dot-v1Variant=DA + Full Augm.2026.07 | 0.841 | 0.933 | |
| multi-qa-distilbert-cos-v1Variant=DA + Full Augm.2026.07 | 0.831 | 0.921 | |
| multi-qa-distilbert-cos-v1Variant=DA (Base)2026.07 | 0.828 | 0.939 | |
| all-MiniLM-L12-v2Variant=DA + Back-Trans2026.07 | 0.827 | 0.937 | |
| all-mpnet-base-v2Variant=DA + Full Augm.2026.07 | 0.824 | 0.934 | |
| all-mpnet-base-v2Variant=DA + Back-Trans2026.07 | 0.823 | 0.932 | |
| all-mpnet-base-v2Variant=DA + Paraph.2026.07 | 0.817 | 0.947 | |
| all-distilroberta-v1Variant=DA (Base)2026.07 | 0.816 | 0.946 | |
| all-MiniLM-L12-v2Variant=DA (Base)2026.07 | 0.816 | 0.925 | |
| all-mpnet-base-v2Variant=DA (Base)2026.07 | 0.812 | 0.92 | |
| multi-qa-distilbert-cos-v1Variant=DA + Back-Trans2026.07 | 0.811 | 0.919 | |
| multi-qa-mpnet-base-dot-v1Variant=DA + Paraph.2026.07 | 0.81 | 0.918 | |
| multi-qa-distilbert-cos-v1Variant=DA + Paraph.2026.07 | 0.803 | 0.891 | |
| all-MiniLM-L12-v2Variant=DA + Full Augm.2026.07 | 0.791 | 0.897 | |
| all-distilroberta-v1Variant=DA + Back-Trans2026.07 | 0.771 | 0.915 | |
| all-MiniLM-L12-v2Variant=DA + Paraph.2026.07 | 0.764 | 0.866 | |
| multi-qa-mpnet-base-dot-v1Variant=Zero-Shot baseline2026.07 | 0.746 | 0.864 | |
| all-distilroberta-v1Variant=Zero-Shot baseline2026.07 | 0.728 | 0.864 | |
| multi-qa-distilbert-cos-v1Variant=Zero-Shot baseline2026.07 | 0.726 | 0.882 | |
| all-MiniLM-L12-v2Variant=Zero-Shot baseline2026.07 | 0.719 | 0.853 | |
| all-mpnet-base-v2Variant=Zero-Shot baseline2026.07 | 0.717 | 0.85 | |
| all-distilroberta-v1Variant=DA + Full Augm.2026.07 | 0.706 | 0.837 | |
| all-distilroberta-v1Variant=DA + Paraph.2026.07 | 0.671 | 0.796 |