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 1901–1910 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Bi-directional Training for Composed Image Retrieval via Text Prompt Learning	Mar 29, 2023	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1	5
Fast-Slow Transformer for Visually Grounding Speech	Sep 16, 2021	Image RetrievalRetrieval	CodeCode Available	1	5
Feature Representation Learning for Unsupervised Cross-domain Image Retrieval	Jul 20, 2022	Contrastive LearningImage Retrieval	CodeCode Available	1	5
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation	May 15, 2025	Multi-Task LearningRAG	CodeCode Available	1	5
Feature Re-Learning with Data Augmentation for Video Relevance Prediction	Apr 8, 2020	Data AugmentationRetrieval	CodeCode Available	1	5
Privacy Implications of Retrieval-Based Language Models	May 24, 2023	Retrieval	CodeCode Available	1	5
Hierarchical Video-Moment Retrieval and Step-Captioning	Mar 29, 2023	Information RetrievalMoment Retrieval	CodeCode Available	1	5
Federated Recommendation via Hybrid Retrieval Augmented Generation	Mar 7, 2024	HallucinationPrivacy Preserving	CodeCode Available	1	5
Federated Self-supervised Learning for Video Understanding	Jul 5, 2022	Action RecognitionFederated Learning	CodeCode Available	1	5
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks	May 20, 2022	ClusteringGraph Attention	CodeCode Available	1	5

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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