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 1081–1090 of 14297 papers

Title	Date	Tasks	Status	Hype
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports	Jan 3, 2024	Action Understandingcounterfactual	CodeCode Available	1
READ: Retrieval-Enhanced Asymmetric Diffusion for Motion Planning	Jan 1, 2024	Motion PlanningRetrieval	CodeCode Available	1
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning	Jan 1, 2024	Representation LearningRetrieval	CodeCode Available	1
ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation	Jan 1, 2024	ObjectRetrieval	CodeCode Available	1
Holistic Features are almost Sufficient for Text-to-Video Retrieval	Jan 1, 2024	Retrievaltext similarity	CodeCode Available	1
Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen Objects	Dec 31, 2023	3D Shape RetrievalDataset Generation	CodeCode Available	1
Multi-Granularity Representation Learning for Sketch-based Dynamic Face Image Retrieval	Dec 31, 2023	Face Image RetrievalImage Retrieval	CodeCode Available	1
Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented Generation	Dec 30, 2023	DecoderHallucination	CodeCode Available	1
Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization	Dec 30, 2023	Answer GenerationContrastive Learning	CodeCode Available	1
STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction	Dec 28, 2023	RetrievalTime Series	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