Product Type Mapping on Walmart campaigns (real)
90.54PrecisionCampaign-2-PT-RAG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Campaign-2-PT-RAGMode=Full pipeline2026.02 | 90.54 | 100 | 94.95 | 0.7976 | 89 | |
| Retrievalcosine similarity threshold=0.32026.02 | 40.75 | 99.72 | 52.84 | 0.673 | 65 | |
| Retrievalcosine similarity threshold=0.52026.02 | 40.41 | 99.42 | 53.59 | 0.6743 | 72.5 | |
| Retrievalcosine similarity threshold=0.72026.02 | 25 | 25 | 25 | 0.2253 | 21.25 | |
| BM25Type=Lexical2026.02 | 21 | 100 | 33.86 | — | 57.14 | |
| Zero-Shot LLMmode=zero-shot2026.02 | 5.25 | 51.53 | 9.49 | — | 15 |