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 261–270 of 14297 papers

Title	Date	Tasks	Status	Hype
Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning	Jan 2, 2025	ImputationRetrieval	CodeCode Available	2
TrustRAG: Enhancing Robustness and Trustworthiness in RAG	Jan 1, 2025	Language ModelingLanguage Modelling	CodeCode Available	2
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions	Dec 31, 2024	DiversityRAG	CodeCode Available	2
Where am I? Cross-View Geo-localization with Natural Language Descriptions	Dec 22, 2024	geo-localizationImage Retrieval	CodeCode Available	2
XRAG: eXamining the Core -- Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation	Dec 20, 2024	BenchmarkingDiagnostic	CodeCode Available	2
SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation	Dec 17, 2024	Fact VerificationKnowledge Graphs	CodeCode Available	2
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain	Dec 17, 2024	RAGRetrieval	CodeCode Available	2
AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark	Dec 17, 2024	Information RetrievalRetrieval	CodeCode Available	2
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation	Dec 16, 2024	RAGRetrieval	CodeCode Available	2
Online Writer Retrieval with Chinese Handwritten Phrases: A Synergistic Temporal-Frequency Representation Learning Approach	Dec 16, 2024	Representation LearningRetrieval	CodeCode Available	2

Show:10 25 50

← PrevPage 27 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