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 591–600 of 14297 papers

Title	Date	Tasks	Status	Hype
Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition	Apr 14, 2025	Computational EfficiencyImage Retrieval	CodeCode Available	1
Reasoning Court: Combining Reasoning, Action, and Judgment for Multi-Hop Reasoning	Apr 14, 2025	Fact VerificationQuestion Answering	—Unverified	0
Constrained Auto-Regressive Decoding Constrains Generative Retrieval	Apr 14, 2025	Retrieval	—Unverified	0
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents	Apr 14, 2025	Question AnsweringRAG	—Unverified	0
MURR: Model Updating with Regularized Replay for Searching a Document Stream	Apr 14, 2025	Retrieval	—Unverified	0
On Precomputation and Caching in Information Retrieval Experiments with Pipeline Architectures	Apr 14, 2025	Information RetrievalRetrieval	—Unverified	0
RAKG:Document-level Retrieval Augmented Knowledge Graph Construction	Apr 14, 2025	coreference-resolutionCoreference Resolution	CodeCode Available	3
UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person Retrieval	Apr 14, 2025	Person RetrievalRetrieval	CodeCode Available	0
Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities	Apr 14, 2025	Information RetrievalRetrieval	—Unverified	0
MMKB-RAG: A Multi-Modal Knowledge-Based Retrieval-Augmented Generation Framework	Apr 14, 2025	Question AnsweringRAG	—Unverified	0

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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