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 20512100 of 14297 papers

TitleStatusHype
CLIP-Lite: Information Efficient Visual Representation Learning with Language SupervisionCode1
A Comprehensive Empirical Study of Vision-Language Pre-trained Model for Supervised Cross-Modal RetrievalCode1
Improving Point Cloud Based Place Recognition with Ranking-based Loss and Large Batch TrainingCode1
CLIP-Event: Connecting Text and Images with Event StructuresCode1
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
CLIP-KD: An Empirical Study of CLIP Model DistillationCode1
CLoVe: Encoding Compositional Language in Contrastive Vision-Language ModelsCode1
Improving Query Representations for Dense Retrieval with Pseudo Relevance FeedbackCode1
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global InferenceCode1
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow PredictionCode1
CLIP2Video: Mastering Video-Text Retrieval via Image CLIPCode1
A Comprehensive Assessment of Dialog Evaluation MetricsCode1
Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific LiteratureCode1
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip RetrievalCode1
Clover: Towards A Unified Video-Language Alignment and Fusion ModelCode1
3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in RadiologyCode1
Human Sentence Processing: Recurrence or Attention?Code1
CLICKER: A Computational LInguistics Classification Scheme for Educational ResourcesCode1
A Flexible Plug-and-Play Module for Generating Variable-LengthCode1
Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain ReasoningCode1
Improving Evidence Retrieval for Automated Explainable Fact-CheckingCode1
ReFIT: Relevance Feedback from a Reranker during InferenceCode1
Beyond Surprise: Improving Exploration Through Surprise NoveltyCode1
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity LinkingCode1
CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information RetrievalCode1
Improving Commonsense in Vision-Language Models via Knowledge Graph RiddlesCode1
Improved Evaluation and Generation of Grid Layouts using Distance Preservation Quality and Linear Assignment SortingCode1
A Flexible and Scalable Framework for Video Moment SearchCode1
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme DetectionCode1
Improving Composed Image Retrieval via Contrastive Learning with Scaling Positives and NegativesCode1
Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate SystemCode1
CLARA: Multilingual Contrastive Learning for Audio Representation AcquisitionCode1
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsCode1
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented GenerationCode1
IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design PatentsCode1
Improving Cross-Modal Retrieval with Set of Diverse EmbeddingsCode1
A Platform for the Biomedical Application of Large Language ModelsCode1
Image-text Retrieval via Preserving Main Semantics of VisionCode1
Image Translation via Fine-grained Knowledge TransferCode1
CityFlow-NL: Tracking and Retrieval of Vehicles at City Scale by Natural Language DescriptionsCode1
Citation-Enhanced Generation for LLM-based ChatbotsCode1
ImageScope: Unifying Language-Guided Image Retrieval via Large Multimodal Model Collective ReasoningCode1
Imagine All The Relevance: Scenario-Profiled Indexing with Knowledge Expansion for Dense RetrievalCode1
A Personalized Dense Retrieval Framework for Unified Information AccessCode1
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data PoisoningCode1
Image Retrieval from Contextual DescriptionsCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
COM Kitchens: An Unedited Overhead-view Video Dataset as a Vision-Language BenchmarkCode1
Circle Loss: A Unified Perspective of Pair Similarity OptimizationCode1
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language ModelsCode1
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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