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 1141–1150 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP format	Oct 30, 2022	Retrieval	CodeCode Available	1	5
Evaluating Retrieval Quality in Retrieval-Augmented Generation	Apr 21, 2024	GPULanguage Modeling	CodeCode Available	1	5
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models	Oct 2, 2023	HallucinationRetrieval	CodeCode Available	1	5
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation	Jul 16, 2021	Cross-Modal RetrievalGrounded language learning	CodeCode Available	1	5
Building A Coding Assistant via the Retrieval-Augmented Language Model	Oct 21, 2024	Code CompletionCode Generation	CodeCode Available	1	5
Align and Prompt: Video-and-Language Pre-training with Entity Prompts	Dec 17, 2021	cross-modal alignmentEntity Alignment	CodeCode Available	1	5
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking	May 24, 2025	RerankingRetrieval	CodeCode Available	1	5
Building a Manga Dataset "Manga109" with Annotations for Multimedia Applications	May 9, 2020	Retrieval	CodeCode Available	1	5
CAD-Deform: Deformable Fitting of CAD Models to 3D Scans	Jul 23, 2020	Retrieval	CodeCode Available	1	5
Evaluating the Robustness of Retrieval Pipelines with Query Variation Generators	Nov 25, 2021	Information RetrievalLanguage Modelling	CodeCode Available	1	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