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 1521–1530 of 14297 papers

Title	Date	Tasks	Status	Hype
Binary Embedding-based Retrieval at Tencent	Feb 17, 2023	BinarizationRetrieval	CodeCode Available	1
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning Research	Feb 17, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Multimodal Federated Learning via Contrastive Representation Ensemble	Feb 17, 2023	Federated LearningImage-text Retrieval	CodeCode Available	1
Retrieval-augmented Image Captioning	Feb 16, 2023	DecoderImage Captioning	CodeCode Available	1
Unsupervised Hashing with Similarity Distribution Calibration	Feb 15, 2023	Deep HashingImage Retrieval	CodeCode Available	1
UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling	Feb 13, 2023	Image-text RetrievalRetrieval	CodeCode Available	1
Sketch Less Face Image Retrieval: A New Challenge	Feb 11, 2023	Face Image RetrievalImage Retrieval	CodeCode Available	1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support	Feb 7, 2023	Response GenerationRetrieval	CodeCode Available	1
Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguous Inputs	Feb 6, 2023	Contrastive LearningImage Retrieval	CodeCode Available	1
LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval	Feb 6, 2023	Image-text RetrievalRetrieval	CodeCode Available	1

Show:10 25 50

← PrevPage 153 of 1430Next →

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