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 1481–1490 of 14297 papers

Title	Date	Tasks	Status	Hype
Zero-Shot Composed Image Retrieval with Textual Inversion	Mar 27, 2023	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1
Neural Graph Reasoning: Complex Logical Query Answering Meets Graph Databases	Mar 26, 2023	Link PredictionLogical Reasoning	CodeCode Available	1
Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style	Mar 25, 2023	Image RetrievalRelation Network	CodeCode Available	1
Equivariant Similarity for Vision-Language Foundation Models	Mar 25, 2023	Image-text RetrievalRetrieval	CodeCode Available	1
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning	Mar 25, 2023	Contrastive LearningQuestion Answering	CodeCode Available	1
PanoVPR: Towards Unified Perspective-to-Equirectangular Visual Place Recognition via Sliding Windows across the Panoramic View	Mar 24, 2023	Autonomous DrivingImage Retrieval	CodeCode Available	1
CCL: Continual Contrastive Learning for LiDAR Place Recognition	Mar 24, 2023	Autonomous DrivingContinual Learning	CodeCode Available	1
Modular Retrieval for Generalization and Interpretation	Mar 23, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models	Mar 23, 2023	Auxiliary LearningMultimodal Sentiment Analysis	CodeCode Available	1
A Unified Framework for Learned Sparse Retrieval	Mar 23, 2023	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