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 25012550 of 14297 papers

TitleStatusHype
OpenTab: Advancing Large Language Models as Open-domain Table ReasonersCode1
DSSL: Deep Surroundings-person Separation Learning for Text-based Person RetrievalCode1
Leaner and Faster: Two-Stage Model Compression for Lightweight Text-Image RetrievalCode1
Dual-branch Hybrid Learning Network for Unbiased Scene Graph GenerationCode1
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image RetrievalCode1
Learning an Adaptation Function to Assess Image Visual SimilaritiesCode1
Optimizing Intermediate Representations of Generative Models for Phase RetrievalCode1
Optimizing Rank-based Metrics with Blackbox DifferentiationCode1
Dual Learning with Dynamic Knowledge Distillation for Partially Relevant Video RetrievalCode1
Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-IdentificationCode1
Learning a Text-Video Embedding from Incomplete and Heterogeneous DataCode1
Dual Operating Modes of In-Context LearningCode1
Learning Binary Semantic Embedding for Histology Image Classification and RetrievalCode1
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial LearningCode1
Learning Intra-Batch Connections for Deep Metric LearningCode1
CoCa: Contrastive Captioners are Image-Text Foundation ModelsCode1
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents IntegrationCode1
Overview of the MEDIQA 2019 Shared Task on Textual Inference, Question Entailment and Question AnsweringCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust LearningCode1
PAKTON: A Multi-Agent Framework for Question Answering in Long Legal AgreementsCode1
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-IdentificationCode1
CODEC: Complex Document and Entity CollectionCode1
CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code MatchingCode1
PanoVPR: Towards Unified Perspective-to-Equirectangular Visual Place Recognition via Sliding Windows across the Panoramic ViewCode1
Lbl2Vec: An Embedding-Based Approach for Unsupervised Document Retrieval on Predefined TopicsCode1
Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI)Code1
AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep NetworksCode1
Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-LocalizationCode1
LayoutGMN: Neural Graph Matching for Structural Layout SimilarityCode1
Code Recommendation for Open Source Software DevelopersCode1
PARM: A Paragraph Aggregation Retrieval Model for Dense Document-to-Document RetrievalCode1
EAGER: Two-Stream Generative Recommender with Behavior-Semantic CollaborationCode1
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
Co-design Hardware and Algorithm for Vector SearchCode1
LCD -- Line Clustering and Description for Place RecognitionCode1
ComCLIP: Training-Free Compositional Image and Text MatchingCode1
Partially Relevant Video RetrievalCode1
Passage Re-ranking with BERTCode1
Patapasco: A Python Framework for Cross-Language Information Retrieval ExperimentsCode1
Lawformer: A Pre-trained Language Model for Chinese Legal Long DocumentsCode1
ComFact: A Benchmark for Linking Contextual Commonsense KnowledgeCode1
AI Literature Review SuiteCode1
LAVENDER: Unifying Video-Language Understanding as Masked Language ModelingCode1
Effective Conditioned and Composed Image Retrieval Combining CLIP-Based FeaturesCode1
AARGH! End-to-end Retrieval-Generation for Task-Oriented DialogCode1
PDC-Net+: Enhanced Probabilistic Dense Correspondence NetworkCode1
LD-DETR: Loop Decoder DEtection TRansformer for Video Moment Retrieval and Highlight DetectionCode1
An overview on the evaluated video retrieval tasks at TRECVID 2022Code1
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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