Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 371–380 of 14297 papers

Title	Date	Tasks	Status	Hype
Evaluation of Retrieval-Augmented Generation: A Survey	May 13, 2024	Information RetrievalRAG	CodeCode Available	2
BEVPlace: Learning LiDAR-based Place Recognition using Bird's Eye View Images	Feb 28, 2023	Retrieval	CodeCode Available	2
Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework	Jun 20, 2024	HallucinationQuestion Answering	CodeCode Available	2
LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant	Dec 2, 2024	Contrastive LearningInformation Retrieval	CodeCode Available	2
Explore the Limits of Omni-modal Pretraining at Scale	Jun 13, 2024	Language ModelingLanguage Modelling	CodeCode Available	2
Beyond Text: Optimizing RAG with Multimodal Inputs for Industrial Applications	Oct 29, 2024	Image RetrievalRAG	CodeCode Available	2
EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora	Jun 26, 2025	Graph ReconstructionRAG	CodeCode Available	2
Large Language Models are In-Context Molecule Learners	Mar 7, 2024	Cross-Modal RetrievalIn-Context Learning	CodeCode Available	2
Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs	Aug 6, 2024	Knowledge GraphsNatural Language Queries	CodeCode Available	2
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval	Apr 21, 2022	Cross-Modal RetrievalImage Retrieval	CodeCode Available	2

Show:10 25 50

← PrevPage 38 of 1430Next →

All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified