Product Type Mapping on Walmart Internal Campaigns
89.34PrecisionCampaign-2-PT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Campaign-2-PTreasoning=structured LLM-based relevance reasoning2026.02 | 89.34 | 97.56 | 94.12 | |
| Retrievalcosine similarity threshold=0.52026.02 | 40.2 | 99.22 | 53.28 | |
| Retrievalcosine similarity threshold=0.32026.02 | 40.15 | 99.73 | 52.63 | |
| Retrievalcosine similarity threshold=0.72026.02 | 25 | 25 | 25 | |
| BM25retrieval_type=lexical2026.02 | 20.13 | 95.32 | 32.76 | |
| Zero-Shot LLMzero-shot=true2026.02 | 4.15 | 50.43 | 9.32 |