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 4191–4200 of 14297 papers

Title	Date	Tasks	Status	Score
Image-to-image translation for cross-domain disentanglement	May 24, 2018	DisentanglementImage-to-Image Translation	CodeCode Available	5
Collective Relevance Labeling for Passage Retrieval	May 6, 2022	Information RetrievalKnowledge Distillation	CodeCode Available	5
A bagging SVM to learn from positive and unlabeled examples	Oct 5, 2010	Binary ClassificationInformation Retrieval	CodeCode Available	5
Image Super-resolution via Feature-augmented Random Forest	Dec 14, 2017	Content-Based Image RetrievalDictionary Learning	CodeCode Available	5
Image-to-Image Retrieval by Learning Similarity between Scene Graphs	Dec 29, 2020	Graph SimilarityImage Retrieval	CodeCode Available	5
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning	May 22, 2017	Information RetrievalQuestion Answering	CodeCode Available	5
ImageRef-VL: Enabling Contextual Image Referencing in Vision-Language Models	Jan 20, 2025	RAGRetrieval	CodeCode Available	5
Ask, Retrieve, Summarize: A Modular Pipeline for Scientific Literature Summarization	May 22, 2025	Document SummarizationMulti-Document Summarization	CodeCode Available	5
Image Hashing by Minimizing Discrete Component-wise Wasserstein Distance	Feb 29, 2020	Image RetrievalQuantization	CodeCode Available	5
ActBERT: Learning Global-Local Video-Text Representations	Nov 14, 2020	Action SegmentationQuestion Answering	CodeCode Available	5

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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