Information Retrieval on BankFAQs standard (test)
70Accuracy@1MiniLM+MF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MiniLM+MFbackbone=all-MiniLM-L6-v2, training=MACA–MetaFusion2026.01 | 70 | 94 | 96 | 97 | |
| MPNet+MNRLbackbone=all-mpnet-base-v2, training=MACA fine-tuning with MNRL2026.01 | 70 | 94 | 96 | 97 | |
| MPNet+MFbackbone=all-mpnet-base-v2, training=MACA–MetaFusion2026.01 | 70 | 94 | 96 | 97 | |
| MiniLM+MNRLbackbone=all-MiniLM-L6-v2, training=MACA fine-tuning with MNRL2026.01 | 69 | 93 | 96 | 97 | |
| TAS-B+MFbackbone=msmarco-distilbert-base-tas-b, training=MACA–MetaFusion2026.01 | 65 | 91 | 97 | 97 | |
| MPNetbackbone=all-mpnet-base-v22026.01 | 64 | 92 | 95 | 97 | |
| TAS-B+MNRLbackbone=msmarco-distilbert-base-tas-b, training=MACA fine-tuning with MNRL2026.01 | 64 | 92 | 97 | 97 | |
| MiniLMbackbone=all-MiniLM-L6-v22026.01 | 62 | 90 | 93 | 95 | |
| TAS-Bbackbone=msmarco-distilbert-base-tas-b2026.01 | 58 | 89 | 95 | 97 | |
| BM25type=Sparse Retriever2026.01 | 38 | 65 | 71 | 75 |