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 1451–1460 of 14297 papers

Title	Date	Tasks	Status	Hype
LaMP: When Large Language Models Meet Personalization	Apr 22, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
Rethinking Benchmarks for Cross-modal Image-text Retrieval	Apr 21, 2023	Cross-Modal RetrievalImage-text Retrieval	CodeCode Available	1
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system	Apr 21, 2023	CPUGPU	CodeCode Available	1
Image-text Retrieval via Preserving Main Semantics of Vision	Apr 20, 2023	Cross-Modal RetrievalImage-text Retrieval	CodeCode Available	1
Hyperbolic Image-Text Representations	Apr 18, 2023	image-classificationImage Classification	CodeCode Available	1
SViTT: Temporal Learning of Sparse Video-Text Transformers	Apr 18, 2023	Question AnsweringRetrieval	CodeCode Available	1
PTC-Net: Point-Wise Transformer with Sparse Convolution Network for Place Recognition	Apr 17, 2023	Point Cloud RetrievalRetrieval	CodeCode Available	1
Robust Cross-Modal Knowledge Distillation for Unconstrained Videos	Apr 16, 2023	Action RecognitionAudio Tagging	CodeCode Available	1
Tempo vs. Pitch: understanding self-supervised tempo estimation	Apr 14, 2023	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Noisy Correspondence Learning with Meta Similarity Correction	Apr 13, 2023	Binary ClassificationCross-Modal Retrieval	CodeCode Available	1

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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