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 34513500 of 14297 papers

TitleStatusHype
Large Vision-Language Models for Knowledge-Grounded Data Annotation of MemesCode0
Creating a silver standard for patent simplificationCode0
Large-Scale Historical Watermark Recognition: dataset and a new consistency-based approachCode0
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data ModelCode0
Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio FeaturesCode0
A Modulation Module for Multi-task Learning with Applications in Image RetrievalCode0
Large-Scale Approximate k-NN Graph Construction on GPUCode0
Large-Scale Image Retrieval with Attentive Deep Local FeaturesCode0
LaSER: Language-Specific Event RecommendationCode0
Modality-Aware Triplet Hard Mining for Zero-shot Sketch-Based Image RetrievalCode0
Modality-specific Cross-modal Similarity Measurement with Recurrent Attention NetworkCode0
Deep Group-shuffling Random Walk for Person Re-identificationCode0
Learning Dynamic Author Representations with Temporal Language ModelsCode0
Learning to Weight for Text ClassificationCode0
Bags of Local Convolutional Features for Scalable Instance SearchCode0
Multimodal semantic retrieval for product searchCode0
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAGCode0
Large Language Models and Multimodal Retrieval for Visual Word Sense DisambiguationCode0
Deep Hashing with Category Mask for Fast Video RetrievalCode0
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery BanksCode0
Large Language Model Can Be a Foundation for Hidden Rationale-Based RetrievalCode0
Large Language Model Augmented Narrative Driven RecommendationsCode0
LAReQA: Language-agnostic answer retrieval from a multilingual poolCode0
A Modern Perspective on Query Likelihood with Deep Generative Retrieval ModelsCode0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
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 second183.53Unverified
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