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 1591–1600 of 14297 papers

Title	Date	Tasks	Status	Hype
LidarCLIP or: How I Learned to Talk to Point Clouds	Dec 13, 2022	Image GenerationRetrieval	CodeCode Available	1
CREPE: Can Vision-Language Foundation Models Reason Compositionally?	Dec 13, 2022	Image RetrievalNegation	CodeCode Available	1
In Defense of Cross-Encoders for Zero-Shot Retrieval	Dec 12, 2022	Retrieval	CodeCode Available	1
VindLU: A Recipe for Effective Video-and-Language Pretraining	Dec 9, 2022	Question AnsweringRetrieval	CodeCode Available	1
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval	Dec 8, 2022	Cross-Modal RetrievalFood Recognition	CodeCode Available	1
DialogCC: An Automated Pipeline for Creating High-Quality Multi-Modal Dialogue Dataset	Dec 8, 2022	DiversityImage Description	CodeCode Available	1
FineDance: A Fine-grained Choreography Dataset for 3D Full Body Dance Generation	Dec 7, 2022	Motion SynthesisRetrieval	CodeCode Available	1
A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal Retrieval	Dec 6, 2022	Cross-Modal RetrievalImage-text matching	CodeCode Available	1
Neural Machine Translation with Contrastive Translation Memories	Dec 6, 2022	Contrastive LearningMachine Translation	CodeCode Available	1
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning	Dec 5, 2022	Action RecognitionFew-Shot Skeleton-Based Action Recognition	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