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

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Showing 1451–1500 of 14297 papers

TitleStatusHype
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
COUGH: A Challenge Dataset and Models for COVID-19 FAQ RetrievalCode1
Fine-grained Textual Inversion Network for Zero-Shot Composed Image RetrievalCode1
Fine-grained Post-training for Improving Retrieval-based Dialogue SystemsCode1
Fine-grained Video-Text Retrieval with Hierarchical Graph ReasoningCode1
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Code1
CREPE: A Convolutional Representation for Pitch EstimationCode1
Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal HashingCode1
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge ConflictsCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
M3-Jepa: Multimodal Alignment via Multi-directional MoE based on the JEPA frameworkCode1
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge ReasoningCode1
Adaptive Confidence Multi-View Hashing for Multimedia RetrievalCode1
Cross-Batch Memory for Embedding LearningCode1
Cross-Architecture Self-supervised Video Representation LearningCode1
Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative ApproachCode1
Abstracting Sketches through Simple PrimitivesCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing ModalitiesCode1
Data Curation Alone Can Stabilize In-context LearningCode1
Cross-Lingual Cross-Modal Retrieval with Noise-Robust LearningCode1
Fine-Grained Image-Text Matching by Cross-Modal Hard Aligning NetworkCode1
Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation PerspectiveCode1
3rd Place Solution to "Google Landmark Retrieval 2020"Code1
Insights into LLM Long-Context Failures: When Transformers Know but Don't TellCode1
Instance-level Image Retrieval using Reranking TransformersCode1
CARE: a Benchmark Suite for the Classification and Retrieval of EnzymesCode1
Fine-Grained VR Sketching: Dataset and InsightsCode1
A matrix-free Levenberg-Marquardt algorithm for efficient ptychographic phase retrievalCode1
Integrating multi-label contrastive learning with dual adversarial graph neural networks for cross-modal retrievalCode1
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval systemCode1
FineCIR: Explicit Parsing of Fine-Grained Modification Semantics for Composed Image RetrievalCode1
Cross-modal Contrastive Learning for Speech TranslationCode1
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation SystemCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question UnderstandingCode1
Interpret and Control Dense Retrieval with Sparse Latent FeaturesCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language ModelCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity ChallengeCode1
Drone Referring Localization: An Efficient Heterogeneous Spatial Feature Interaction Method For UAV Self-LocalizationCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified