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 3191–3200 of 14297 papers

Title	Date	Tasks	Status
Dewey Long Context Embedding Model: A Technical Report	Mar 26, 2025	RAGRetrieval	—Unverified
DGCNN: Disordered Graph Convolutional Neural Network Based on the Gaussian Mixture Model	Dec 10, 2017	Graph ClassificationGraph Similarity	—Unverified
Beihang-MSRA at SemEval-2017 Task 3: A Ranking System with Neural Matching Features for Community Question Answering	Aug 1, 2017	Answer SelectionCommunity Question Answering	—Unverified
An Efficient Image Retrieval Based on Fusion of Low-Level Visual Features	Nov 30, 2018	Content-Based Image RetrievalImage Retrieval	—Unverified
Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets	Apr 18, 2023	Few-Shot Imitation LearningImitation Learning	—Unverified
Behavior Discovery and Alignment of Articulated Object Classes from Unstructured Video	Nov 30, 2015	Retrieval	—Unverified
A Deep Metric Learning Method for Biomedical Passage Retrieval	Dec 1, 2020	Metric LearningPassage Retrieval	—Unverified
An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval	Feb 8, 2021	Content-Based Image RetrievalDomain Adaptation	—Unverified
Beginning with You: Perceptual-Initialization Improves Vision-Language Representation and Alignment	May 20, 2025	Representation LearningRetrieval	—Unverified
A Deep Look into Neural Ranking Models for Information Retrieval	Mar 16, 2019	Information RetrievalRetrieval	—Unverified

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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