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 1701–1710 of 14297 papers

Title	Date	Tasks	Status	Hype
Variational Open-Domain Question Answering	Sep 23, 2022	Language ModellingMedQA	CodeCode Available	1
Query-based Hard-Image Retrieval for Object Detection at Test Time	Sep 23, 2022	Autonomous DrivingImage Retrieval	CodeCode Available	1
Marine Video Kit: A New Marine Video Dataset for Content-based Analysis and Retrieval	Sep 23, 2022	RetrievalVideo Retrieval	CodeCode Available	1
Learning Hierarchical Metrical Structure Beyond Measures	Sep 21, 2022	Information RetrievalMusic Information Retrieval	CodeCode Available	1
Towards 3D VR-Sketch to 3D Shape Retrieval	Sep 20, 2022	3D Shape RetrievalRetrieval	CodeCode Available	1
Fine-Grained VR Sketching: Dataset and Insights	Sep 20, 2022	3D Shape Reconstruction3D Shape Retrieval	CodeCode Available	1
Exploring Visual Interpretability for Contrastive Language-Image Pre-training	Sep 15, 2022	Retrievaltext similarity	CodeCode Available	1
Learning to Evaluate Performance of Multi-modal Semantic Localization	Sep 14, 2022	Cross-Modal RetrievalReferring Expression	CodeCode Available	1
SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval	Sep 13, 2022	Retrieval	CodeCode Available	1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language	Sep 12, 2022	Contrastive LearningCross-Modal Retrieval	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