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 19762000 of 14297 papers

TitleStatusHype
Video Joint Modelling Based on Hierarchical Transformer for Co-summarizationCode1
GREED: A Neural Framework for Learning Graph Distance FunctionsCode1
Cross Modal Retrieval with Querybank NormalisationCode1
The Web Is Your Oyster -- Knowledge-Intensive NLP against a Very Large Web CorpusCode1
Audio Retrieval with Natural Language Queries: A Benchmark StudyCode1
Align and Prompt: Video-and-Language Pre-training with Entity PromptsCode1
MAVE: A Product Dataset for Multi-source Attribute Value ExtractionCode1
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
CrossSum: Beyond English-Centric Cross-Lingual Summarization for 1,500+ Language PairsCode1
Deep Hash Distillation for Image RetrievalCode1
Evidentiality-guided Generation for Knowledge-Intensive NLP TasksCode1
KAT: A Knowledge Augmented Transformer for Vision-and-LanguageCode1
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge TransferCode1
Value Retrieval with Arbitrary Queries for Form-like DocumentsCode1
Learning Cross-Lingual IR from an English RetrieverCode1
Large Dual Encoders Are Generalizable RetrieversCode1
Learning to Retrieve Passages without SupervisionCode1
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense RetrievalCode1
CLIP-Lite: Information Efficient Visual Representation Learning with Language SupervisionCode1
Learning Token-based Representation for Image RetrievalCode1
Self-Supervised Modality-Aware Multiple Granularity Pre-Training for RGB-Infrared Person Re-IdentificationCode1
Densifying Sparse Representations for Passage Retrieval by Representational SlicingCode1
Prompting Visual-Language Models for Efficient Video UnderstandingCode1
Learning music audio representations via weak language supervisionCode1
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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