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 2041–2050 of 14297 papers

Title	Date	Tasks	Status	Hype
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries	Nov 1, 2021	Cross-Modal RetrievalNatural Language Queries	CodeCode Available	1
Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation	Nov 1, 2021	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1
AESOP: Paraphrase Generation with Adaptive Syntactic Control	Nov 1, 2021	Data AugmentationLanguage Modeling	CodeCode Available	1
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces	Oct 31, 2021	Gesture RecognitionKinship Verification	CodeCode Available	1
Fast k-NN Graph Construction by GPU based NN-Descent	Oct 30, 2021	CPUGPU	CodeCode Available	1
Learning Co-segmentation by Segment Swapping for Retrieval and Discovery	Oct 29, 2021	Graph ClusteringObject Discovery	CodeCode Available	1
BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video Retrieval	Oct 29, 2021	Cross-Modal RetrievalRelation	CodeCode Available	1
Dense Hierarchical Retrieval for Open-Domain Question Answering	Oct 28, 2021	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud Registration	Oct 26, 2021	Keypoint DetectionPoint Cloud Registration	CodeCode Available	1
Contextual Similarity Aggregation with Self-attention for Visual Re-ranking	Oct 26, 2021	Content-Based Image RetrievalData Augmentation	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