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 1611–1620 of 14297 papers

Title	Date	Tasks	Status	Hype
SuS-X: Training-Free Name-Only Transfer of Vision-Language Models	Nov 28, 2022	Retrievalzero-shot-classification	CodeCode Available	1
Toward Universal Text-to-Music Retrieval	Nov 26, 2022	Music ClassificationRetrieval	CodeCode Available	1
ComCLIP: Training-Free Compositional Image and Text Matching	Nov 25, 2022	Image-text matchingImage-text Retrieval	CodeCode Available	1
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning	Nov 24, 2022	cross-modal alignmentImage-text Retrieval	CodeCode Available	1
VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval	Nov 23, 2022	Cross-Modal RetrievalRetrieval	CodeCode Available	1
TransVCL: Attention-enhanced Video Copy Localization Network with Flexible Supervision	Nov 23, 2022	RetrievalVideo Retrieval	CodeCode Available	1
Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention	Nov 21, 2022	Cross-Modal RetrievalLanguage Modeling	CodeCode Available	1
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations	Nov 21, 2022	Contrastive LearningRepresentation Learning	CodeCode Available	1
Contrastive Masked Autoencoders for Self-Supervised Video Hashing	Nov 21, 2022	DecoderRetrieval	CodeCode Available	1
Font Representation Learning via Paired-glyph Matching	Nov 20, 2022	Font Style TransferRepresentation Learning	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