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 1561–1570 of 14297 papers

Title	Date	Tasks	Status	Hype
Fine-Grained Image-Text Matching by Cross-Modal Hard Aligning Network	Jan 1, 2023	Image-text matchingRetrieval	CodeCode Available	1
Revisiting Self-Similarity: Structural Embedding for Image Retrieval	Jan 1, 2023	Image RetrievalRetrieval	CodeCode Available	1
M6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis	Jan 1, 2023	ArticlesDocument Layout Analysis	CodeCode Available	1
Towards Modality-Agnostic Person Re-Identification With Descriptive Query	Jan 1, 2023	DescriptivePerson Re-Identification	CodeCode Available	1
Progressive Spatio-Temporal Prototype Matching for Text-Video Retrieval	Jan 1, 2023	DiversityObject	CodeCode Available	1
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active Learning	Jan 1, 2023	Active LearningMoment Retrieval	CodeCode Available	1
RONO: Robust Discriminative Learning With Noisy Labels for 2D-3D Cross-Modal Retrieval	Jan 1, 2023	Cross-Modal RetrievalLearning with noisy labels	CodeCode Available	1
Rethinking with Retrieval: Faithful Large Language Model Inference	Dec 31, 2022	Language ModelingLanguage Modelling	CodeCode Available	1
HPointLoc: Point-based Indoor Place Recognition using Synthetic RGB-D Images	Dec 30, 2022	Image RetrievalRetrieval	CodeCode Available	1
TempCLR: Temporal Alignment Representation with Contrastive Learning	Dec 28, 2022	Action RecognitionContrastive 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