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 3476–3500 of 14297 papers

TitleStatusHype
Language-Conditioned Change-point Detection to Identify Sub-Tasks in Robotics DomainsCode0
Deep image representations using caption generatorsCode0
Language Fairness in Multilingual Information RetrievalCode0
Language Models as Knowledge Bases for Visual Word Sense DisambiguationCode0
Deep Image Retrieval: Learning global representations for image searchCode0
LAMV: Learning to Align and Match Videos With Kernelized Temporal LayersCode0
AMNS: Attention-Weighted Selective Mask and Noise Label Suppression for Text-to-Image Person RetrievalCode0
Language Agnostic Multilingual Information Retrieval with Contrastive LearningCode0
COV19IR : COVID-19 Domain Literature Information RetrievalCode0
Ladder Loss for Coherent Visual-Semantic EmbeddingCode0
Language-Agnostic Visual-Semantic EmbeddingsCode0
L^2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible RepresentationsCode0
Label Consistent Fisher Vectors for Supervised Feature AggregationCode0
K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive QueriesCode0
MSTAR: Box-free Multi-query Scene Text Retrieval with Attention RecyclingCode0
Counterfactual Query Rewriting to Use Historical Relevance FeedbackCode0
Ancient Wisdom, Modern Tools: Exploring Retrieval-Augmented LLMs for Ancient Indian PhilosophyCode0
AMIL: Adversarial Multi Instance Learning for Human Pose EstimationCode0
MT-HCCAR: Multi-Task Deep Learning with Hierarchical Classification and Attention-based Regression for Cloud Property RetrievalCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
A Tutorial on Deep Learning for Music Information RetrievalCode0
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-SupervisionCode0
Deep Learning-Based Automatic Downbeat Tracking: A Brief ReviewCode0
Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented DialogCode0
Contextual Knowledge Pursuit for Faithful Visual SynthesisCode0
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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