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 2741–2750 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based Features	Jun 19, 2022	Composed Image Retrieval (CoIR)Content-Based Image Retrieval	CodeCode Available	1	5
LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval	Aug 31, 2022	CPUDecoder	CodeCode Available	1	5
AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment	Jul 2, 2024	Context Query ReformulationConversational Search	CodeCode Available	1	5
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots	Apr 30, 2020	Retrieval	CodeCode Available	1	5
LipSim: A Provably Robust Perceptual Similarity Metric	Oct 27, 2023	Image RetrievalRetrieval	CodeCode Available	1	5
Long-Context Inference with Retrieval-Augmented Speculative Decoding	Feb 27, 2025	Computational EfficiencyRAG	CodeCode Available	1	5
CONFLARE: CONFormal LArge language model REtrieval	Apr 4, 2024	Conformal PredictionLanguage Modeling	CodeCode Available	1	5
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-Localization	Aug 13, 2022	Image RetrievalRetrieval	CodeCode Available	1	5
Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation	Nov 22, 2023	Layout GenerationRetrieval	CodeCode Available	1	5
Neural Code Search Revisited: Enhancing Code Snippet Retrieval through Natural Language Intent	Aug 27, 2020	Annotated Code SearchCode Search	CodeCode Available	1	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