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 15011550 of 14297 papers

TitleStatusHype
Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation SystemsCode1
Attentive Mask CLIPCode1
A Memory Efficient Baseline for Open Domain Question AnsweringCode1
DAPR: A Benchmark on Document-Aware Passage RetrievalCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
kNN-NER: Named Entity Recognition with Nearest Neighbor SearchCode1
Knowing You Don't Know: Learning When to Continue Search in Multi-round RAG through Self-PracticingCode1
Enhancing Multilingual Language Model with Massive Multilingual Knowledge TriplesCode1
FontCLIP: A Semantic Typography Visual-Language Model for Multilingual Font ApplicationsCode1
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question AnsweringCode1
ForkGAN: Seeing into the Rainy NightCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
Data-Free Sketch-Based Image RetrievalCode1
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule DiscoveryCode1
Knowledge graph enhanced retrieval-augmented generation for failure mode and effects analysisCode1
Florence: A New Foundation Model for Computer VisionCode1
Knowledge Guided Text Retrieval and Reading for Open Domain Question AnsweringCode1
Adaptive Information Seeking for Open-Domain Question AnsweringCode1
FMODetect: Robust Detection of Fast Moving ObjectsCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
Audio-based Near-Duplicate Video Retrieval with Audio Similarity LearningCode1
AudioBERT: Audio Knowledge Augmented Language ModelCode1
Adaptive label-aware graph convolutional networks for cross-modal retrievalCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal ProcessingCode1
Text Proxy: Decomposing Retrieval from a 1-to-N Relationship into N 1-to-1 Relationships for Text-Video RetrievalCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
Audio Embeddings as Teachers for Music ClassificationCode1
Deconfounded Video Moment Retrieval with Causal InterventionCode1
Cascaded Multilingual Audio-Visual Learning from VideosCode1
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence ModelsCode1
Decoupling Strategy and Generation in Negotiation DialoguesCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
Focus, Distinguish, and Prompt: Unleashing CLIP for Efficient and Flexible Scene Text RetrievalCode1
Flexible retrieval with NMSLIB and FlexNeuARTCode1
Audio Retrieval with Natural Language Queries: A Benchmark StudyCode1
Audio Retrieval with WavText5K and CLAP TrainingCode1
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing ModalitiesCode1
FlexiViT: One Model for All Patch SizesCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
Language-agnostic BERT Sentence EmbeddingCode1
Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage RetrievalCode1
Language Models As Semantic IndexersCode1
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningCode1
Language Models with Image Descriptors are Strong Few-Shot Video-Language LearnersCode1
DeeperImpact: Optimizing Sparse Learned Index StructuresCode1
Augmentation-Adapted Retriever Improves Generalization of Language Models as Generic Plug-InCode1
LAPIS is a fast web API for massive open virus sequencing databasesCode1
FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal GroundingCode1
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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