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 1291–1300 of 14297 papers

Title	Date	Tasks	Status	Hype
Set-level Guidance Attack: Boosting Adversarial Transferability of Vision-Language Pre-training Models	Jul 26, 2023	Image-text RetrievalRetrieval	CodeCode Available	1
Towards Video Anomaly Retrieval from Video Anomaly Detection: New Benchmarks and Model	Jul 24, 2023	Anomaly DetectionRetrieval	CodeCode Available	1
CLIP-KD: An Empirical Study of CLIP Model Distillation	Jul 24, 2023	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1
PRIOR: Prototype Representation Joint Learning from Medical Images and Reports	Jul 24, 2023	Contrastive LearningImage to text	CodeCode Available	1
Generator-Retriever-Generator Approach for Open-Domain Question Answering	Jul 21, 2023	Language ModelingLanguage Modelling	CodeCode Available	1
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation	Jul 20, 2023	Open-Domain Question AnsweringQuestion Answering	CodeCode Available	1
Transfer Learning and Bias Correction with Pre-trained Audio Embeddings	Jul 20, 2023	Information RetrievalInstrument Recognition	CodeCode Available	1
IncDSI: Incrementally Updatable Document Retrieval	Jul 19, 2023	Retrieval	CodeCode Available	1
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval	Jul 19, 2023	Information RetrievalRetrieval	CodeCode Available	1
Text-guided Image Restoration and Semantic Enhancement for Text-to-Image Person Retrieval	Jul 18, 2023	cross-modal alignmentData 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