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 1951–1960 of 14297 papers

Title	Date	Tasks	Status	Hype
TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music	Feb 2, 2022	DecoderInformation Retrieval	CodeCode Available	1
Learning Super-Features for Image Retrieval	Jan 31, 2022	Image RetrievalRetrieval	CodeCode Available	1
Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus	Jan 27, 2022	Code SearchInformation Retrieval	CodeCode Available	1
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives	Jan 27, 2022	Contrastive LearningOut-of-Distribution Detection	CodeCode Available	1
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages	Jan 27, 2022	Cross-Modal RetrievalFew-Shot Learning	CodeCode Available	1
Patapasco: A Python Framework for Cross-Language Information Retrieval Experiments	Jan 24, 2022	Information RetrievalRetrieval	CodeCode Available	1
Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval	Jan 24, 2022	Image Retrievalregression	CodeCode Available	1
Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval	Jan 23, 2022	Representation LearningRetrieval	CodeCode Available	1
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval Results	Jan 19, 2022	Information RetrievalRetrieval	CodeCode Available	1
repro_eval: A Python Interface to Reproducibility Measures of System-oriented IR Experiments	Jan 19, 2022	Information RetrievalRetrieval	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