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

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Showing 1851–1875 of 14297 papers

TitleStatusHype
HerO at AVeriTeC: The Herd of Open Large Language Models for Verifying Real-World ClaimsCode1
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-IdentificationCode1
A Neural Corpus Indexer for Document RetrievalCode1
Exploring Large Language Models for Communication Games: An Empirical Study on WerewolfCode1
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich NetworksCode1
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation LearningCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-CheckingCode1
GREED: A Neural Framework for Learning Graph Distance FunctionsCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
Passage Re-ranking with BERTCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
Exploring Visual Interpretability for Contrastive Language-Image Pre-trainingCode1
Heterogeneous Graph Reasoning for Fact Checking over Texts and TablesCode1
Patent image retrieval using transformer-based deep metric learningCode1
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question AnsweringCode1
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?Code1
I^3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage RetrievalCode1
Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric RetrievalsCode1
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
Extending Context Window of Large Language Models via Semantic CompressionCode1
Personalized Graph-Based Retrieval for Large Language ModelsCode1
Instance-level Image Retrieval using Reranking TransformersCode1
CHEF: A Pilot Chinese Dataset for Evidence-Based Fact-CheckingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified