RankRAG-llama3-8b (Zero-Shot, KILT)

Reported on 2 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing2 results

Question AnsweringonNatural Questions
EM· uses extra data· 2024-07-02
50.6
best: 64 (Atlas (full, Wiki-dec-2018 index))
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs arXiv:2407.02485
Question AnsweringonTriviaQA
EM· uses extra data· 2024-07-02
82.9
best: 87.5 (Claude 2 (few-shot, k=5))
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs arXiv:2407.02485