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 2101–2110 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Imagine This! Scripts to Compositions to Videos	Apr 10, 2018	RetrievalWorld Knowledge	CodeCode Available	1	5
Image Translation via Fine-grained Knowledge Transfer	Dec 21, 2020	RetrievalStyle Transfer	CodeCode Available	1	5
A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval	Aug 3, 2022	Data AugmentationRetrieval	CodeCode Available	1	5
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense Retrieval	Mar 29, 2025	AllLanguage Modeling	CodeCode Available	1	5
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation	Mar 28, 2024	RetrievalRetrieval-augmented Generation	CodeCode Available	1	5
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument Recognition	Aug 19, 2021	Information RetrievalInstrument Recognition	CodeCode Available	1	5
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective Reasoning	Mar 13, 2025	Image RetrievalRetrieval	CodeCode Available	1	5
Chitransformer: Towards Reliable Stereo From Cues	Jan 1, 2022	Depth EstimationMonocular Depth Estimation	CodeCode Available	1	5
A Comparison of Supervised Learning to Match Methods for Product Search	Jul 20, 2020	ARCAttribute	CodeCode Available	1	5
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models	Aug 9, 2021	Composed Image Retrieval (CoIR)Image Retrieval	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