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 361–370 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Blended RAG: Improving RAG (Retriever-Augmented Generation) Accuracy with Semantic Search and Hybrid Query-Based Retrievers	Mar 22, 2024	Information Retrieval	CodeCode Available	2	5
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales	Jun 19, 2024	DenoisingIn-Context Learning	CodeCode Available	2	5
Autoregressive Search Engines: Generating Substrings as Document Identifiers	Apr 22, 2022	Information RetrievalRetrieval	CodeCode Available	2	5
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation	May 23, 2023	FormLanguage Modelling	CodeCode Available	2	5
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval	Apr 21, 2022	Cross-Modal RetrievalImage Retrieval	CodeCode Available	2	5
Investigating the Role of Image Retrieval for Visual Localization -- An exhaustive benchmark	May 31, 2022	Autonomous DrivingCamera Pose Estimation	CodeCode Available	2	5
Autonomous GIS: the next-generation AI-powered GIS	May 10, 2023	Code GenerationInformation Retrieval	CodeCode Available	2	5
Exploring the best way for UAV visual localization under Low-altitude Multi-view Observation Condition: a Benchmark	Mar 12, 2025	Image RetrievalRetrieval	CodeCode Available	2	5
KET-RAG: A Cost-Efficient Multi-Granular Indexing Framework for Graph-RAG	Feb 13, 2025	Knowledge GraphsLarge Language Model	CodeCode Available	2	5
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML	Oct 3, 2024	AutoMLCode Generation	CodeCode Available	2	5

Show:10 25 50

← PrevPage 37 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