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 801850 of 14297 papers

TitleStatusHype
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
An Adversarial Imitation Click Model for Information RetrievalCode1
Dynamic Modality Interaction Modeling for Image-Text RetrievalCode1
BTR: Binary Token Representations for Efficient Retrieval Augmented Language ModelsCode1
Building A Coding Assistant via the Retrieval-Augmented Language ModelCode1
EDIS: Entity-Driven Image Search over Multimodal Web ContentCode1
Building Russian Benchmark for Evaluation of Information Retrieval ModelsCode1
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video RetrievalCode1
Analogous to Evolutionary Algorithm: Designing a Unified Sequence ModelCode1
CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP formatCode1
A Data-Centric Framework for Composable NLP WorkflowsCode1
'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural NetworksCode1
Analysing The Impact of Sequence Composition on Language Model Pre-TrainingCode1
CAFe: Unifying Representation and Generation with Contrastive-Autoregressive FinetuningCode1
Breaking the Frame: Visual Place Recognition by Overlap PredictionCode1
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal EncoderCode1
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription SystemsCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Dynamic Knowledge Routing Network For Target-Guided Open-Domain ConversationCode1
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial LearningCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
Dynamic Character Graph via Online Face Clustering for Movie AnalysisCode1
mmRAG: A Modular Benchmark for Retrieval-Augmented Generation over Text, Tables, and Knowledge GraphsCode1
Adaptive Re-Ranking with a Corpus GraphCode1
Bridging Language Gaps in Audio-Text RetrievalCode1
Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware SamplingCode1
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image MatchingCode1
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation PerspectiveCode1
Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-IdentificationCode1
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing ModalitiesCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
Certifiably Robust RAG against Retrieval CorruptionCode1
Dual Learning with Dynamic Knowledge Distillation for Partially Relevant Video RetrievalCode1
ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument RecognitionCode1
Boosting vision transformers for image retrievalCode1
CaseLink: Inductive Graph Learning for Legal Case RetrievalCode1
Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive LearningCode1
Boosting Healthcare LLMs Through Retrieved ContextCode1
Dual adversarial graph neural networks for multi-label cross-modal retrievalCode1
EigenPlaces: Training Viewpoint Robust Models for Visual Place RecognitionCode1
CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question AnsweringCode1
Eliminating Position Bias of Language Models: A Mechanistic ApproachCode1
AccoMontage2: A Complete Harmonization and Accompaniment Arrangement SystemCode1
CCL: Continual Contrastive Learning for LiDAR Place RecognitionCode1
CenterCLIP: Token Clustering for Efficient Text-Video RetrievalCode1
Retrieval augmentation of large language models for lay language generationCode1
Dual-branch Hybrid Learning Network for Unbiased Scene Graph GenerationCode1
Dual Operating Modes of In-Context LearningCode1
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo FilterCode1
BookWorm: A Dataset for Character Description and AnalysisCode1
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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