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 17511800 of 14297 papers

TitleStatusHype
C-STS: Conditional Semantic Textual SimilarityCode1
Merging Generated and Retrieved Knowledge for Open-Domain QACode1
MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-TuningCode1
Meta-Personalizing Vision-Language Models to Find Named Instances in VideoCode1
MFAQ: a Multilingual FAQ DatasetCode1
Data-Efficient Multimodal Fusion on a Single GPUCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
Agent-OM: Leveraging LLM Agents for Ontology MatchingCode1
An efficient aggregation method for the symbolic representation of temporal dataCode1
mir_ref: A Representation Evaluation Framework for Music Information Retrieval TasksCode1
Mitigating the Position Bias of Transformer Models in Passage Re-RankingCode1
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-trainingCode1
End-to-End Beam Retrieval for Multi-Hop Question AnsweringCode1
A Deep Local and Global Scene-Graph Matching for Image-Text RetrievalCode1
Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-Based Active LearningCode1
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge BasesCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
Beyond Cross-view Image Retrieval: Highly Accurate Vehicle Localization Using Satellite ImageCode1
An efficient graph generative model for navigating ultra-large combinatorial synthesis librariesCode1
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information RetrievalCode1
Modeling Relational Data with Graph Convolutional NetworksCode1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal AdapterCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP TasksCode1
MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language ModelCode1
A Deep Recurrent Survival Model for Unbiased RankingCode1
Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and DataCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
Cross Modal Retrieval with Querybank NormalisationCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
Benchmarking Image Retrieval for Visual LocalizationCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
An Empirical Comparison of Instance Attribution Methods for NLPCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENerationCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
Multi-Label Cross-Modal RetrievalCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
Benchmarking Retrieval-Augmented Multimomal Generation for Document Question AnsweringCode1
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual ModelingCode1
Benchmarking Robustness of Text-Image Composed RetrievalCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
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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