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

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Showing 7651–7675 of 14297 papers

TitleStatusHype
Semi-supervised and Deep learning Frameworks for Video Classification and Key-frame Identification—0
UKP-SQUARE: An Online Platform for Question Answering ResearchCode1
Audio-text Retrieval in Context—0
FitCLIP: Refining Large-Scale Pretrained Image-Text Models for Zero-Shot Video Understanding TasksCode0
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion—0
Weakly-Supervised End-to-End CAD Retrieval to Scan Objects—0
Searching for fingerspelled content in American Sign Language—0
Introducing Neural Bag of Whole-Words with ColBERTer: Contextualized Late Interactions using Enhanced Reduction—0
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning—0
UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight DetectionCode2
Scatter PtychographyCode0
Dynamically-Scaled Deep Canonical Correlation AnalysisCode0
Deep Frequency Filtering for Domain Generalization—0
Learning Geodesic-Aware Local Features from RGB-D Images—0
A Real World Dataset for Multi-view 3D Reconstruction—0
XTREME-S: Evaluating Cross-lingual Speech Representations—0
A Contrastive Objective for Learning Disentangled RepresentationsCode0
Evaluating Token-Level and Passage-Level Dense Retrieval Models for Math Information RetrievalCode0
ZOOMER: Boosting Retrieval on Web-scale Graphs by Regions of InterestCode0
Enriching Unsupervised User Embedding via Medical ConceptsCode0
Calibration of Machine Reading Systems at Scale—0
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
DuReader_retrieval: A Large-scale Chinese Benchmark for Passage Retrieval from Web Search Engine—0
Neural Machine Translation with Phrase-Level Universal Visual RepresentationsCode1
Bayesian Inversion for Nonlinear Imaging Models using Deep Generative Priors—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified