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 2341–2350 of 14297 papers

Title	Date	Tasks	Status	Hype
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words	Jan 1, 2021	CPUCross-Modal Information Retrieval	CodeCode Available	1
GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-Efficient Medical Image Recognition	Jan 1, 2021	Image-text RetrievalMedical Image Analysis	CodeCode Available	1
Pose Correction for Highly Accurate Visual Localization in Large-Scale Indoor Spaces	Jan 1, 2021	Image RetrievalMixed Reality	CodeCode Available	1
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering	Jan 1, 2021	Natural QuestionsOpen-Domain Question Answering	CodeCode Available	1
Pyramid Point Cloud Transformer for Large-Scale Place Recognition	Jan 1, 2021	3D Place RecognitionPoint Cloud Retrieval	CodeCode Available	1
Learning Attribute-Driven Disentangled Representations for Interactive Fashion Retrieval	Jan 1, 2021	AttributeDisentanglement	CodeCode Available	1
Single Image 3D Shape Retrieval via Cross-Modal Instance and Category Contrastive Learning	Jan 1, 2021	3D Shape RetrievalContrastive Learning	CodeCode Available	1
A Memory Efficient Baseline for Open Domain Question Answering	Dec 30, 2020	Dimensionality ReductionOpen-Domain Question Answering	CodeCode Available	1
PatentMatch: A Dataset for Matching Patent Claims & Prior Art	Dec 27, 2020	Information RetrievalRetrieval	CodeCode Available	1
Comprehensive Graph-conditional Similarity Preserving Network for Unsupervised Cross-modal Hashing	Dec 25, 2020	QuantizationRetrieval	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