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 18511900 of 14297 papers

TitleStatusHype
Distilling Knowledge from Reader to Retriever for Question AnsweringCode1
Emotion Embedding Spaces for Matching Music to StoriesCode1
A Neural Corpus Indexer for Document RetrievalCode1
One Question Answering Model for Many Languages with Cross-lingual Dense Passage RetrievalCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
CaseLink: Inductive Graph Learning for Legal Case RetrievalCode1
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
GREED: A Neural Framework for Learning Graph Distance FunctionsCode1
Cross Modal Retrieval with Querybank NormalisationCode1
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
On Slicing Sorted Integer SequencesCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
On the Evaluation of Commit Message Generation Models: An Experimental StudyCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
On-the-Fly SfM: What you capture is What you getCode1
ArabicaQA: A Comprehensive Dataset for Arabic Question AnsweringCode1
On the Unreasonable Effectiveness of Centroids in Image RetrievalCode1
Open Assistant Toolkit -- version 2Code1
Open-CyKG: An Open Cyber Threat Intelligence Knowledge GraphCode1
Biomedical Concept Relatedness -- A large EHR-based benchmarkCode1
OpenObj: Open-Vocabulary Object-Level Neural Radiance Fields with Fine-Grained UnderstandingCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
BioImage.IO Chatbot: A Community-Driven AI Assistant for Integrative Computational BioimagingCode1
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document RankingCode1
OpenTab: Advancing Large Language Models as Open-domain Table ReasonersCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Optimizing Dense Retrieval Model Training with Hard NegativesCode1
Optimizing Intermediate Representations of Generative Models for Phase RetrievalCode1
Optimizing Revenue while showing Relevant Assortments at ScaleCode1
Order-Embeddings of Images and LanguageCode1
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge DistillationCode1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive ImagingCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
PairDistill: Pairwise Relevance Distillation for Dense RetrievalCode1
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal AgreementsCode1
PanoVPR: Towards Unified Perspective-to-Equirectangular Visual Place Recognition via Sliding Windows across the Panoramic ViewCode1
PAPERCLIP: Associating Astronomical Observations and Natural Language with Multi-Modal ModelsCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
Parallel Context Windows for Large Language ModelsCode1
Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defenseCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial QueryCode1
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and WordsCode1
Passage Re-ranking with BERTCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
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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