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 14511500 of 14297 papers

TitleStatusHype
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-trainingCode1
Cross Modal Retrieval with Querybank NormalisationCode1
Cross-Modal Retrieval with Partially Mismatched PairsCode1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text RetrievalCode1
AUGNLG: Few-shot Natural Language Generation using Self-trained Data AugmentationCode1
Generalized Product Quantization Network for Semi-supervised Image RetrievalCode1
3rd Place Solution to "Google Landmark Retrieval 2020"Code1
Generate, Prune, Select: A Pipeline for Counterspeech Generation against Online Hate SpeechCode1
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge ConflictsCode1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and MiningCode1
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-Scale Context Extracted Hashing for Fine-Grained Image Binary EncodingCode1
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image RetrievalCode1
Generative Retrieval as Multi-Vector Dense RetrievalCode1
Cross-Modal Retrieval: A Systematic Review of Methods and Future DirectionsCode1
Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog GenerationCode1
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
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question UnderstandingCode1
Cross-Modal Fusion Distillation for Fine-Grained Sketch-Based Image RetrievalCode1
Cross-modal Retrieval for Knowledge-based Visual Question AnsweringCode1
Cross-Modal Adapter for Text-Video RetrievalCode1
3rd Place: A Global and Local Dual Retrieval Solution to Facebook AI Image Similarity ChallengeCode1
GLEN: Generative Retrieval via Lexical Index LearningCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
Globetrotter: Connecting Languages by Connecting ImagesCode1
A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQACode1
Cross-modal Contrastive Learning for Speech TranslationCode1
A matrix-free Levenberg-Marquardt algorithm for efficient ptychographic phase retrievalCode1
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented ModelsCode1
Cross-Modal Retrieval for Motion and Text via DopTriple LossCode1
GOTPR: General Outdoor Text-based Place Recognition Using Scene Graph Retrieval with OpenStreetMapCode1
GPR1200: A Benchmark for General-Purpose Content-Based Image RetrievalCode1
GPT-RE: In-context Learning for Relation Extraction using Large Language ModelsCode1
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQLCode1
Semantic-Fused Multi-Granularity Cross-City Traffic PredictionCode1
Graph Convolution for Re-ranking in Person Re-identificationCode1
Graph-Embedding Empowered Entity RetrievalCode1
Cross-Batch Memory for Embedding LearningCode1
Graph Optimal Transport for Cross-Domain AlignmentCode1
Cross-document Event Coreference Search: Task, Dataset and ModelingCode1
GraphSnapShot: Caching Local Structure for Fast Graph LearningCode1
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCOCode1
CrIBo: Self-Supervised Learning via Cross-Image Object-Level BootstrappingCode1
GRITHopper: Decomposition-Free Multi-Hop Dense RetrievalCode1
Grounded Situation RecognitionCode1
GUing: A Mobile GUI Search Engine using a Vision-Language ModelCode1
Cross-Architecture Self-supervised Video 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