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 3131–3140 of 14297 papers

Title	Date	Tasks	Status	Score
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance Labels	Oct 26, 2024	BenchmarkingInformation Retrieval	CodeCode Available	5
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding	Jun 16, 2025	Optical Character Recognition (OCR)RAG	CodeCode Available	5
Learning from Memory: Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features	Jul 3, 2024	Image RetrievalRetrieval	CodeCode Available	5
Analyzing Adversarial Attacks on Sequence-to-Sequence Relevance Models	Mar 12, 2024	Retrieval	CodeCode Available	5
Learning Genomic Sequence Representations using Graph Neural Networks over De Bruijn Graphs	Dec 6, 2023	Contrastive LearningRetrieval	CodeCode Available	5
Domain-Aware SE Network for Sketch-based Image Retrieval with Multiplicative Euclidean Margin Softmax	Dec 11, 2018	Image RetrievalRetrieval	CodeCode Available	5
Learning Ordered Representations with Nested Dropout	Feb 5, 2014	Retrieval	CodeCode Available	5
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs	Sep 6, 2024	In-Context LearningMeta-Learning	CodeCode Available	5
Learning Disentangled Representations via Mutual Information Estimation	Dec 9, 2019	DisentanglementGeneral Classification	CodeCode Available	5
Learning Disentangled Representations of Texts with Application to Biomedical Abstracts	Apr 19, 2018	Retrieval	CodeCode Available	5

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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