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 501–510 of 14297 papers

Title	Date	Tasks	Status	Hype
Scaling Transformer to 1M tokens and beyond with RMT	Apr 19, 2023	Language ModelingLanguage Modelling	CodeCode Available	2
VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset	Apr 17, 2023	Audio captioningAudio-Video Question Answering (AVQA)	CodeCode Available	2
Unicom: Universal and Compact Representation Learning for Image Retrieval	Apr 12, 2023	Image ClassificationImage Retrieval	CodeCode Available	2
ReMoDiffuse: Retrieval-Augmented Motion Diffusion Model	Apr 3, 2023	DenoisingDiversity	CodeCode Available	2
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection	Mar 24, 2023	Highlight DetectionMoment Retrieval	CodeCode Available	2
RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation	Mar 22, 2023	Code CompletionLanguage Modeling	CodeCode Available	2
Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval	Mar 22, 2023	Image-text matchingLanguage Modeling	CodeCode Available	2
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition	Mar 20, 2023	RetrievalScene Understanding	CodeCode Available	2
PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents	Mar 13, 2023	image-classificationImage Classification	CodeCode Available	2
OpenICL: An Open-Source Framework for In-context Learning	Mar 6, 2023	In-Context LearningLanguage Modeling	CodeCode Available	2

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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