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 21012150 of 14297 papers

TitleStatusHype
Incorporating External Knowledge through Pre-training for Natural Language to Code GenerationCode1
Clickbait Spoiling via Question Answering and Passage RetrievalCode1
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative ApproachCode1
IMU2CLIP: Multimodal Contrastive Learning for IMU Motion Sensors from Egocentric Videos and TextCode1
CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis GenerationCode1
IncDSI: Incrementally Updatable Document RetrievalCode1
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-RankingCode1
ReFIT: Relevance Feedback from a Reranker during InferenceCode1
CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information RetrievalCode1
Improving Retrieval in Theme-specific Applications using a Corpus Topical TaxonomyCode1
Improving Vehicle Re-Identification using CNN Latent Spaces: Metrics Comparison and Track-to-track ExtensionCode1
Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch TrainingCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
Unsupervised Sketch-to-Photo SynthesisCode1
Improving Person Re-identification by Attribute and Identity LearningCode1
Improving Query Representations for Dense Retrieval with Pseudo Relevance FeedbackCode1
Improving Video-Text Retrieval by Multi-Stream Corpus Alignment and Dual Softmax LossCode1
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video RetrievalCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
Improving Evidence Retrieval for Automated Explainable Fact-CheckingCode1
Improving Retrieval-Augmented Large Language Models via Data Importance LearningCode1
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP formatCode1
CAD-Deform: Deformable Fitting of CAD Models to 3D ScansCode1
A Comparison of Supervised Learning to Match Methods for Product SearchCode1
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural NetworksCode1
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data PoisoningCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
Improving Named Entity Recognition by External Context Retrieving and Cooperative LearningCode1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
CaLa: Complementary Association Learning for Augmenting Composed Image RetrievalCode1
A Feature-space Multimodal Data Augmentation Technique for Text-video RetrievalCode1
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific LiteratureCode1
CLoVe: Encoding Compositional Language in Contrastive Vision-Language ModelsCode1
CLIP2Video: Mastering Video-Text Retrieval via Image CLIPCode1
CLIP-Event: Connecting Text and Images with Event StructuresCode1
Chitransformer: Towards Reliable Stereo From CuesCode1
Accurate Visual Localization for Automotive ApplicationsCode1
CLIP-KD: An Empirical Study of CLIP Model DistillationCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Clover: Towards A Unified Video-Language Alignment and Fusion ModelCode1
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
CLTR: An End-to-End, Transformer-Based System for Cell Level Table Retrieval and Table Question AnsweringCode1
Improving Passage Retrieval with Zero-Shot Question GenerationCode1
IMRAM: Iterative Matching with Recurrent Attention Memory for Cross-Modal Image-Text RetrievalCode1
InfoOT: Information Maximizing Optimal TransportCode1
Improving Commonsense in Vision-Language Models via Knowledge Graph RiddlesCode1
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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