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 1280112850 of 14297 papers

TitleStatusHype
Collective Relevance Labeling for Passage RetrievalCode0
Graph Based Temporal Aggregation for Video RetrievalCode0
Collaborative Learning for Extremely Low Bit Asymmetric HashingCode0
Detect-to-Retrieve: Efficient Regional Aggregation for Image SearchCode0
Detection of Puffery on the English WikipediaCode0
MuSeCLIR: A Multiple Senses and Cross-lingual Information Retrieval DatasetCode0
Detecting Text Formality: A Study of Text Classification ApproachesCode0
A Human-AI Comparative Analysis of Prompt Sensitivity in LLM-Based Relevance JudgmentCode0
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA SystemsCode0
AUEB-Archimedes at RIRAG-2025: Is obligation concatenation really all you need?Code0
ColBERT Retrieval and Ensemble Response Scoring for Language Model Question AnsweringCode0
Coherence-Based Distributed Document Representation Learning for Scientific DocumentsCode0
Graph Matching Networks for Learning the Similarity of Graph Structured ObjectsCode0
Cognitive Knowledge Graph Reasoning for One-shot Relational LearningCode0
Mitigating Temporal Misalignment by Discarding Outdated FactsCode0
Mitigating Test-Time Bias for Fair Image RetrievalCode0
Detecting multiword phrases in mathematical text corporaCode0
Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based InferenceCode0
Detecting Health Advice in Medical Research LiteratureCode0
Location Aware Modular Biencoder for Tourism Question AnsweringCode0
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph DatabasesCode0
Detecting Cross-Language Plagiarism using Open Knowledge GraphsCode0
An Extractive-and-Abstractive Framework for Source Code SummarizationCode0
L^2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible RepresentationsCode0
An Exploratory Study on Long Dialogue Summarization: What Works and What’s NextCode0
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video UnderstandingCode0
Label Consistent Fisher Vectors for Supervised Feature AggregationCode0
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-ExpertsCode0
Cognition-aware Cognate DetectionCode0
GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness ReasoningCode0
Multimodal Benchmarking and Recommendation of Text-to-Image Generation ModelsCode0
Agricultural Plant Cataloging and Establishment of a Data Framework from UAV-based Crop Images by Computer VisionCode0
Design of the topology for contrastive visual-textual alignmentCode0
Audio-Visual Model Distillation Using Acoustic ImagesCode0
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction ExplorationCode0
COFAR: Commonsense and Factual Reasoning in Image SearchCode0
Gray Level Co-Occurrence Matrices: Generalisation and Some New FeaturesCode0
MixBCT: Towards Self-Adapting Backward-Compatible TrainingCode0
Designing an Evaluation Framework for Large Language Models in Astronomy ResearchCode0
Greedy Hash: Towards Fast Optimization for Accurate Hash Coding in CNNCode0
Greedy Optimized Multileaving for PersonalizationCode0
DeSIGN: Design Inspiration from Generative NetworksCode0
Design Challenges for a Multi-Perspective Search EngineCode0
DeSePtion: Dual Sequence Prediction and Adversarial Examples for Improved Fact-CheckingCode0
CODER: An efficient framework for improving retrieval through COntextual Document Embedding RerankingCode0
Ladder Loss for Coherent Visual-Semantic EmbeddingCode0
An Exploratory Study on Long Dialogue Summarization: What Works and What's NextCode0
Deploying Large Language Models With Retrieval Augmented GenerationCode0
A Tutorial on Deep Learning for Music Information RetrievalCode0
code2seq: Generating Sequences from Structured Representations of CodeCode0
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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