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 1290112950 of 14297 papers

TitleStatusHype
Handling Massive N-Gram Datasets EfficientlyCode0
Language Models as Knowledge Bases for Visual Word Sense DisambiguationCode0
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language ModelsCode0
Attribute-Aware Attention Model for Fine-grained Representation LearningCode0
Deep Triplet QuantizationCode0
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented GenerationCode0
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity LearningCode0
A Graph Theoretic Approach for Object Shape Representation in Compositional Hierarchies Using a Hybrid Generative-Descriptive ModelCode0
Deep Triplet Neural Networks with Cluster-CCA for Audio-Visual Cross-modal RetrievalCode0
CloudWalker: Random walks for 3D point cloud shape analysisCode0
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval TaskCode0
CLIP-Branches: Interactive Fine-Tuning for Text-Image RetrievalCode0
Attentive Memory Networks: Efficient Machine Reading for Conversational SearchCode0
An Evaluation Framework for Attributed Information Retrieval using Large Language ModelsCode0
Object-Aware Query Perturbation for Cross-Modal Image-Text RetrievalCode0
Attention Sorting Combats Recency Bias In Long Context Language ModelsCode0
Harmonized Multimodal Learning with Gaussian Process Latent Variable ModelsCode0
Harnessing Abstractive Summarization for Fact-Checked Claim DetectionCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
Harnessing Evolution of Multi-Turn Conversations for Effective Answer RetrievalCode0
CLIP-based Synergistic Knowledge Transfer for Text-based Person RetrievalCode0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
Attention-based Saliency Hashing for Ophthalmic Image RetrievalCode0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publicationsCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
3D Shape Sequence of Human Comparison and Classification using Current and VarifoldsCode0
A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex TextCode0
LAReQA: Language-agnostic answer retrieval from a multilingual poolCode0
Hash Function Learning via CodewordsCode0
Attention-Based Audio Embeddings for Query-by-ExampleCode0
ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements?Code0
Hashing as Tie-Aware Learning to RankCode0
ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate ChangeCode0
Multimodal Entity Tagging with Multimodal Knowledge BaseCode0
Large Language Model Augmented Narrative Driven RecommendationsCode0
Hashing with binary autoencodersCode0
Hashing with Binary Matrix PursuitCode0
Hashing with Mutual InformationCode0
HashNet: Deep Learning to Hash by ContinuationCode0
Climate Finance BenchCode0
Large Language Model Can Be a Foundation for Hidden Rationale-Based RetrievalCode0
ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution ErrorsCode0
Learning Deep Tree-based Retriever for Efficient Recommendation: Theory and MethodCode0
Text-to-SQL Generation for Question Answering on Electronic Medical RecordsCode0
A Clustering-Based Combinatorial Approach to Unsupervised Matching of Product TitlesCode0
HBST: A Hamming Distance embedding Binary Search Tree for Visual Place RecognitionCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
Large Language Models and Multimodal Retrieval for Visual Word Sense DisambiguationCode0
A Topological Nomenclature for 3D Shape Analysis in ConnectomicsCode0
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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