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 551575 of 14297 papers

TitleStatusHype
Egocentric Video-Language PretrainingCode2
Cross-lingual and Multilingual CLIPCode2
Investigating the Role of Image Retrieval for Visual Localization -- An exhaustive benchmarkCode2
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt LearningCode2
Fine-grained Image Captioning with CLIP RewardCode2
Matryoshka Representation LearningCode2
QAMPARI: An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple ParagraphsCode2
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-EncoderCode2
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph CompletionCode2
CLIP-Art: Contrastive Pre-training for Fine-Grained Art ClassificationCode2
Autoregressive Search Engines: Generating Substrings as Document IdentifiersCode2
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image RetrievalCode2
Contrastive language and vision learning of general fashion conceptsCode2
UMT: Unified Multi-modal Transformers for Joint Video Moment Retrieval and Highlight DetectionCode2
All in One: Exploring Unified Video-Language Pre-trainingCode2
Tevatron: An Efficient and Flexible Toolkit for Dense RetrievalCode2
Multi-CPR: A Multi Domain Chinese Dataset for Passage RetrievalCode2
Vision-Language Pre-Training with Triple Contrastive LearningCode2
InPars: Data Augmentation for Information Retrieval using Large Language ModelsCode2
Neuro-Symbolic Language Modeling with Automaton-augmented RetrievalCode2
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionCode2
Revisiting Contrastive Methods for Unsupervised Learning of Visual RepresentationsCode2
Omnizart: A General Toolbox for Automatic Music TranscriptionCode2
FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity SearchCode2
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
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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