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 1501–1510 of 14297 papers

Title	Date	Tasks	Status	Hype
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID	Mar 13, 2023	image-classificationImage Classification	CodeCode Available	1
Single-branch Network for Multimodal Training	Mar 10, 2023	Cross-Modal RetrievalRetrieval	CodeCode Available	1
Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-Identification	Mar 8, 2023	Cloth-Changing Person Re-IdentificationPerson Re-Identification	CodeCode Available	1
FastFill: Efficient Compatible Model Update	Mar 8, 2023	modelRepresentation Learning	CodeCode Available	1
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval	Mar 6, 2023	Program RepairProgram Synthesis	CodeCode Available	1
FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks	Mar 4, 2023	Cross-Modal RetrievalImage Captioning	CodeCode Available	1
WiCE: Real-World Entailment for Claims in Wikipedia	Mar 2, 2023	Fact CheckingNatural Language Inference	CodeCode Available	1
BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs	Mar 2, 2023	ArticlesMedical Visual Question Answering	CodeCode Available	1
RAMM: Retrieval-augmented Biomedical Visual Question Answering with Multi-modal Pre-training	Mar 1, 2023	Question AnsweringRetrieval	CodeCode Available	1
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face	Feb 28, 2023	Information 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