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 901950 of 14297 papers

TitleStatusHype
CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person RetrievalCode1
An Empirical Study of Multimodal Model MergingCode1
EgoCVR: An Egocentric Benchmark for Fine-Grained Composed Video RetrievalCode1
CodeSearchNet Challenge: Evaluating the State of Semantic Code SearchCode1
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud RegistrationCode1
An Empirical Study of Vehicle Re-Identification on the AI City ChallengeCode1
A Differentiable Semantic Metric Approximation in Probabilistic Embedding for Cross-Modal RetrievalCode1
Codified audio language modeling learns useful representations for music information retrievalCode1
CoFE-RAG: A Comprehensive Full-chain Evaluation Framework for Retrieval-Augmented Generation with Enhanced Data DiversityCode1
Faster Learned Sparse Retrieval with Block-Max PruningCode1
Emotion Embedding Spaces for Matching Music to StoriesCode1
BroadFace: Looking at Tens of Thousands of People at Once for Face RecognitionCode1
COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted ListCode1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage ExpansionCode1
COLA: A Benchmark for Compositional Text-to-image RetrievalCode1
Broken Neural Scaling LawsCode1
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service SupportCode1
Feature Re-Learning with Data Augmentation for Video Relevance PredictionCode1
Efficient Token-Guided Image-Text Retrieval with Consistent Multimodal Contrastive TrainingCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
Collapse-Aware Triplet Decoupling for Adversarially Robust Image RetrievalCode1
CoLLM: A Large Language Model for Composed Image RetrievalCode1
Towards Completeness-Oriented Tool Retrieval for Large Language ModelsCode1
Combination of Multiple Global Descriptors for Image RetrievalCode1
FeTaQA: Free-form Table Question AnsweringCode1
A Neural Corpus Indexer for Document RetrievalCode1
A Comprehensive Review of the Video-to-Text ProblemCode1
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense RetrievalCode1
GREED: A Neural Framework for Learning Graph Distance FunctionsCode1
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
A CLIP-Hitchhiker's Guide to Long Video RetrievalCode1
Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-IdentificationCode1
CompAct: Compressing Retrieved Documents Actively for Question AnsweringCode1
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via CompressionCode1
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical AlignmentCode1
Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine TranslationCode1
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
Human Sentence Processing: Recurrence or Attention?Code1
Bridging Legal Knowledge and AI: Retrieval-Augmented Generation with Vector Stores, Knowledge Graphs, and Hierarchical Non-negative Matrix FactorizationCode1
Bridging Language Gaps in Audio-Text RetrievalCode1
CompoDiff: Versatile Composed Image Retrieval With Latent DiffusionCode1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive ImagingCode1
Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight DetectionCode1
Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex InteractionsCode1
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents IntegrationCode1
Bridging Video-text Retrieval with Multiple Choice QuestionsCode1
Compositional Attention: Disentangling Search and RetrievalCode1
Fine-grained Textual Inversion Network for Zero-Shot Composed Image RetrievalCode1
Compositional Learning of Image-Text Query for Image RetrievalCode1
Bridge Correlational Neural Networks for Multilingual Multimodal Representation LearningCode1
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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