Fact Recovery on ShareGPT (N=94 conversations)
78.3Fact Recovery ScoreLANTERN-Rerank
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LANTERN-RerankCharacter Budget=6,000 characters, LLM calls=12026.04 | 78.3 | 0.171 | |
| LANTERNCharacter Budget=6,000 characters, LLM calls=02026.04 | 76.3 | 0.191 | |
| MemGPT-FaithfulCharacter Budget=6,000 characters, LLM calls=212026.04 | 72.4 | 0.19 | |
| SummarizationCharacter Budget=6,000 characters2026.04 | 63.1 | 0.225 | |
| Neural RAGCharacter Budget=6,000 characters, Retriever=MiniLM2026.04 | 61.3 | 0.224 |