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 1331–1340 of 14297 papers

Title	Date	Tasks	Status	Hype
Graph Convolution Based Efficient Re-Ranking for Visual Retrieval	Jun 15, 2023	Distributed ComputingImage Retrieval	CodeCode Available	1
COSA: Concatenated Sample Pretrained Vision-Language Foundation Model	Jun 15, 2023	Formmodel	CodeCode Available	1
Efficient Token-Guided Image-Text Retrieval with Consistent Multimodal Contrastive Training	Jun 15, 2023	Image-text RetrievalRepresentation Learning	CodeCode Available	1
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming	Jun 14, 2023	Retrieval	CodeCode Available	1
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations	Jun 14, 2023	image-classificationImage Classification	CodeCode Available	1
Synapse: Trajectory-as-Exemplar Prompting with Memory for Computer Control	Jun 13, 2023	Decision MakingIn-Context Learning	CodeCode Available	1
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation	Jun 12, 2023	DecoderResponse Generation	CodeCode Available	1
Weakly-Supervised Scientific Document Classification via Retrieval-Augmented Multi-Stage Training	Jun 12, 2023	Document ClassificationRetrieval	CodeCode Available	1
Global and Local Semantic Completion Learning for Vision-Language Pre-training	Jun 12, 2023	cross-modal alignmentImage-text Retrieval	CodeCode Available	1
Reducing Semantic Confusion: Scene-aware Aggregation Network for Remote Sensing Cross-modal Retrieval	Jun 12, 2023	Cross-Modal RetrievalRetrieval	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