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 2721–2730 of 14297 papers

Title	Date	Tasks	Status	Hype
Learning Tree-based Deep Model for Recommender Systems	Jan 8, 2018	Recommendation SystemsRetrieval	CodeCode Available	1
O-CNN: Octree-based Convolutional Neural Networks for 3D Shape Analysis	Dec 5, 2017	3D Object ClassificationGPU	CodeCode Available	1
Repeatability Is Not Enough: Learning Affine Regions via Discriminability	Nov 17, 2017	Image MatchingImage Retrieval	CodeCode Available	1
Learning SO(3) Equivariant Representations with Spherical CNNs	Nov 17, 2017	3D ClassificationData Augmentation	CodeCode Available	1
RDF2Vec: RDF Graph Embeddings and Their Applications	Nov 10, 2017	Entity EmbeddingsGeneral Knowledge	CodeCode Available	1
Fine-tuning CNN Image Retrieval with No Human Annotation	Nov 3, 2017	Image RetrievalRetrieval	CodeCode Available	1
A Deep Generative Framework for Paraphrase Generation	Sep 15, 2017	DecoderInformation Retrieval	CodeCode Available	1
Semantic Preserving Embeddings for Generalized Graphs	Sep 7, 2017	BIG-bench Machine LearningEntity Retrieval	CodeCode Available	1
Automatic Spatially-aware Fashion Concept Discovery	Aug 3, 2017	AttributeClustering	CodeCode Available	1
Structural Regularities in Text-based Entity Vector Spaces	Jul 25, 2017	ClusteringEntity Retrieval	CodeCode Available	1

Show:10 25 50

← PrevPage 273 of 1430Next →

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