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 2071–2080 of 14297 papers

Title	Date	Tasks	Status	Hype
Efficient large-scale image retrieval with deep feature orthogonality and Hybrid-Swin-Transformers	Oct 7, 2021	Image RetrievalLandmark Recognition	CodeCode Available	1
FooDI-ML: a large multi-language dataset of food, drinks and groceries images and descriptions	Oct 5, 2021	Conditional Image GenerationImage Generation	CodeCode Available	1
EntQA: Entity Linking as Question Answering	Oct 5, 2021	BenchmarkingEntity Linking	CodeCode Available	1
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching	Oct 2, 2021	Conversational Question AnsweringQuestion Answering	CodeCode Available	1
Robust and Decomposable Average Precision for Image Retrieval	Oct 1, 2021	Image RetrievalMetric Learning	CodeCode Available	1
BERT got a Date: Introducing Transformers to Temporal Tagging	Sep 30, 2021	ClassificationDecoder	CodeCode Available	1
One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective	Sep 29, 2021	AllDeep Hashing	CodeCode Available	1
AutoPhaseNN: Unsupervised Physics-aware Deep Learning of 3D Nanoscale Bragg Coherent Diffraction Imaging	Sep 28, 2021	AstronomyRetrieval	CodeCode Available	1
PDC-Net+: Enhanced Probabilistic Dense Correspondence Network	Sep 28, 2021	3D ReconstructionGeometric Matching	CodeCode Available	1
MFAQ: a Multilingual FAQ Dataset	Sep 27, 2021	Passage RetrievalRetrieval	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