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 72017250 of 14297 papers

TitleStatusHype
Adaptive Object Retrieval with Kernel Reconstructive Hashing0
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic0
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications0
Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models0
Audio-Visual Embedding for Cross-Modal MusicVideo Retrieval through Supervised Deep CCA0
HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels0
CREST: Effectively Compacting a Datastore For Retrieval-Based Speculative Decoding0
Audio-Visual Contrastive Learning with Temporal Self-Supervision0
Amplitude Retrieval for Channel Estimation of MIMO Systems with One-Bit ADCs0
Sequential Recommender via Time-aware Attentive Memory Network0
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation0
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction0
Large scale near-duplicate image retrieval using Triples of Adjacent Ranked Features (TARF) with embedded geometric information0
Large-Scale Pedestrian Retrieval Competition0
Hybrid Retrieval and Multi-stage Text Ranking Solution at TREC 2022 Deep Learning Track0
Audio-text Retrieval in Context0
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction0
Hybrid RAG-empowered Multi-modal LLM for Secure Data Management in Internet of Medical Things: A Diffusion-based Contract Approach0
CrediRAG: Network-Augmented Credibility-Based Retrieval for Misinformation Detection in Reddit0
Large Scale Question Paraphrase Retrieval with Smoothed Deep Metric Learning0
Hybrid Question Answering over Knowledge Base and Free Text0
Large-Scale Retrieval for Reinforcement Learning0
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection0
Large-scale Speaker Retrieval on Random Speaker Variability Subspace0
CREDENCE: Counterfactual Explanations for Document Ranking0
A mostly unlexicalized model for recognizing textual entailment0
Adaptive Nonparametric Image Parsing0
Large Scale Video Representation Learning via Relational Graph Clustering0
Vision-Language Models Learn Super Images for Efficient Partially Relevant Video Retrieval0
Large Scale Visual Food Recognition0
Hybrid-Learning Video Moment Retrieval across Multi-Domain Labels0
Large Search Model: Redefining Search Stack in the Era of LLMs0
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data0
HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data0
Creating User Interface Mock-ups from High-Level Text Descriptions with Deep-Learning Models0
Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation0
LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision0
LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition0
Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks0
Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking0
Creating and Querying Personalized Versions of Wikidata on a Laptop0
Late multimodal fusion for image and audio music transcription0
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval0
Latent Functional Maps: a spectral framework for representation alignment0
Latent Space Embedding for Retrieval in Question-Answer Archives0
Creating a Data Collection for Evaluating Rich Speech Retrieval0
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation0
HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases0
HuTO: an Human Time Ontology for Semantic Web Applications0
CREATE: A Benchmark for Chinese Short Video Retrieval and Title Generation0
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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