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 1481–1490 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes	Jun 21, 2024	ClassificationOut-of-Distribution Generalization	CodeCode Available	1	5
INSTRUCTIR: A Benchmark for Instruction Following of Information Retrieval Models	Feb 22, 2024	Information RetrievalInstruction Following	CodeCode Available	1	5
Cross-Modal Adapter for Text-Video Retrieval	Nov 17, 2022	parameter-efficient fine-tuningRetrieval	CodeCode Available	1	5
Integrating multi-label contrastive learning with dual adversarial graph neural networks for cross-modal retrieval	Jul 5, 2022	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1	5
3rd Place Solution to "Google Landmark Retrieval 2020"	Aug 24, 2020	ClusteringData Augmentation	CodeCode Available	1	5
Cascaded Multilingual Audio-Visual Learning from Videos	Nov 8, 2021	audio-visual learningRetrieval	CodeCode Available	1	5
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval	Jul 29, 2020	Image RetrievalRetrieval	CodeCode Available	1	5
Cross-Modal Retrieval with Partially Mismatched Pairs	Feb 22, 2023	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1	5
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval system	Apr 21, 2023	CPUGPU	CodeCode Available	1	5
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue	Sep 14, 2020	Retrieval	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