SOTAVerified

Passage Ranking

Papers

Showing 1–10 of 73 papers

TitleStatusHype
IRanker: Towards Ranking Foundation ModelCode1
Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems—0
Passage Query Methods for Retrieval and Reranking in Conversational Agents—0
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language ModelsCode1
CURE: A dataset for Clinical Understanding & Retrieval EvaluationCode0
IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search—0
RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine—0
Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval—0
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models—0
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking TaskCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fine-tuned SOTAMRR@1044.3—Unverified
2cpt-text XLMRR@1022.7—Unverified
3cpt-text LMRR@1021.5—Unverified
4BM25MRR@1018.4—Unverified