SOTAVerified

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

Showing 40264050 of 14297 papers

TitleStatusHype
Do deep neural networks possess concept space grid cells?0
An Oral History Annotation Tool for INTER-VIEWs0
Does RAG Really Perform Bad For Long-Context Processing?0
Exploiting Hierarchical Dependence Structures for Unsupervised Rank Fusion in Information Retrieval0
Exploiting Latent Codes: Interactive Fashion Product Generation, Similar Image Retrieval, and Cross-Category Recommendation using Variational Autoencoders0
A Note on Shift Retrieval Problems0
Does your robot know? Enhancing children's information retrieval through spoken conversation with responsible robots0
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA0
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval0
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers0
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness0
Automatic Identification and Ranking of Emergency Aids in Social Media Macro Community0
D4R -- Exploring and Querying Relational Graphs Using Natural Language and Large Language Models -- the Case of Historical Documents0
Analysis of Evolutionary Behavior in Self-Learning Media Search Engines0
DOLPHIn - Dictionary Learning for Phase Retrieval0
Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling0
Domain Adaptation for Dense Retrieval through Self-Supervision by Pseudo-Relevance Labeling0
Domain Adaptation for Enterprise Email Search0
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings0
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks0
Domain Adaptation of Multilingual Semantic Search - Literature Review0
Breaking the Lens of the Telescope: Online Relevance Estimation over Large Retrieval Sets0
Domain-Constrained Advertising Keyword Generation0
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval0
Accelerating Retrieval-Augmented Language Model Serving with Speculation0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified