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 24012425 of 14297 papers

TitleStatusHype
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
GUing: A Mobile GUI Search Engine using a Vision-Language ModelCode1
3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity ChallengeCode1
HAE-RAE Bench: Evaluation of Korean Knowledge in Language ModelsCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
HANet: Hierarchical Alignment Networks for Video-Text RetrievalCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-CheckingCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
Hengam: An Adversarially Trained Transformer for Persian Temporal TaggingCode1
Answering Complex Open-Domain Questions with Multi-Hop Dense RetrievalCode1
Heterogeneous Graph Reasoning for Fact Checking over Texts and TablesCode1
Hierarchical Attention Fusion for Geo-LocalizationCode1
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation LearningCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
Hierarchical Video-Moment Retrieval and Step-CaptioningCode1
Hierarchy-of-Visual-Words: a Learning-based Approach for Trademark Image RetrievalCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
History-Aware Conversational Dense RetrievalCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
HOC-Search: Efficient CAD Model and Pose Retrieval from RGB-D ScansCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific LiteratureCode1
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video RetrievalCode1
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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