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 2111–2120 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and Negatives	Apr 17, 2024	Contrastive LearningImage Retrieval	CodeCode Available	1	5
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection	Feb 18, 2025	Contrastive LearningDomain Generalization	CodeCode Available	1	5
Unsupervised Sketch-to-Photo Synthesis	Sep 18, 2019	ColorizationData Augmentation	CodeCode Available	1	5
Circle Loss: A Unified Perspective of Pair Similarity Optimization	Feb 25, 2020	Face RecognitionFace Verification	CodeCode Available	1	5
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking	Feb 27, 2022	Entity LinkingProfile Generation	CodeCode Available	1	5
Improving Cross-Modal Retrieval with Set of Diverse Embeddings	Nov 30, 2022	Cross-Modal RetrievalRetrieval	CodeCode Available	1	5
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument Recognition	Aug 19, 2021	Information RetrievalInstrument Recognition	CodeCode Available	1	5
Chitransformer: Towards Reliable Stereo From Cues	Jan 1, 2022	Depth EstimationMonocular Depth Estimation	CodeCode Available	1	5
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation	Mar 28, 2024	RetrievalRetrieval-augmented Generation	CodeCode Available	1	5
ChiQA: A Large Scale Image-based Real-World Question Answering Dataset for Multi-Modal Understanding	Aug 5, 2022	Image RetrievalQuestion Answering	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