Text-to-NoSQL on MultiTEND Avg of 6 langs
25.54Exact Match (EM)MultiLink
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MultiLinkBackbone=Llama-3.2-1B2025.02 | 25.54 | 64.01 | 73.17 | |
| SMART2025.02 | 17.23 | 59.12 | 61.94 | |
| Fine-tuned LlamaTraining Strategy=Fine-tuned2025.02 | 15.64 | 55.9 | 58.44 | |
| RAG for LLMPrompting=RAG2025.02 | 14.32 | 59.79 | 67.19 | |
| Few-shot LLMPrompting=Few-shot2025.02 | 10.82 | 56.17 | 61.12 | |
| Zero-shot LLMPrompting=Zero-shot2025.02 | 0.48 | 49.35 | 59.36 |