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 981–990 of 14297 papers

Title	Date	Tasks	Status	Hype
DASGIL: Domain Adaptation for Semantic and Geometric-aware Image-based Localization	Oct 1, 2020	Autonomous DrivingDomain Adaptation	CodeCode Available	1
DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions	May 26, 2023	Information RetrievalRetrieval	CodeCode Available	1
An Interactive Multi-modal Query Answering System with Retrieval-Augmented Large Language Models	Jul 5, 2024	Answer GenerationContrastive Learning	CodeCode Available	1
DAPR: A Benchmark on Document-Aware Passage Retrieval	May 23, 2023	ArticlesPassage Retrieval	CodeCode Available	1
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context	Mar 4, 2022	DecoderImage Captioning	CodeCode Available	1
FuseCap: Leveraging Large Language Models for Enriched Fused Image Captions	May 28, 2023	AttributeImage Captioning	CodeCode Available	1
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented Generation	Dec 30, 2023	DecoderHallucination	CodeCode Available	1
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models	May 23, 2024	Photo geolocation estimationRAG	CodeCode Available	1
GainRAG: Preference Alignment in Retrieval-Augmented Generation through Gain Signal Synthesis	May 24, 2025	RAGRetrieval	CodeCode Available	1
A Platform for the Biomedical Application of Large Language Models	May 10, 2023	BenchmarkingPrivacy Preserving	CodeCode Available	1

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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