SKU Mapping on Real-world consumer goods dataset
95.62AccuracyQuestion-to-Knowledge (Q2K)
Evaluation results
| Method | Links | |
|---|---|---|
| Question-to-Knowledge (Q2K)architecture=multi-agent design, components=Reasoning Agent, Knowledge Agent, Deduplication Agent2025.09 | 95.62 | |
| Web Search Inferencemodel=GPT-4o, mode=unrestricted web search2025.09 | 93.44 | |
| Few-Shot Inferencemodel=GPT-4o, mode=Few-Shot2025.09 | 92.68 | |
| Zero-Shot Inferencemodel=GPT-4o, mode=Zero-Shot2025.09 | 90.34 | |
| Rule-Based Matchingapproach=string normalization and handcrafted heuristics2025.09 | 67.37 |