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 8576–8600 of 14297 papers

TitleStatusHype
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation—0
Emphasizing Complementary Samples for Non-literal Cross-modal Retrieval—0
EmoWear: Exploring Emotional Teasers for Voice Message Interaction on Smartwatches—0
Catena Operations for Unified Dependency Analysis—0
Approximating DTW with a convolutional neural network on EEG data—0
A Comprehensive Evaluation of Tool-Assisted Generation Strategies—0
EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks—0
Embodied-RAG: General Non-parametric Embodied Memory for Retrieval and Generation—0
Category-Based Deep CCA for Fine-Grained Venue Discovery from Multimodal Data—0
EmbNum: Semantic labeling for numerical values with deep metric learning—0
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval—0
Categorical, Ratio, and Professorial Data: The Case for Reciprocal Rank—0
Semantic Search using Spreading Activation based on Ontology—0
Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval—0
Multitask Learning based Deep Learning Model for Music Artist and Language Recognition—0
Embedding models for recommendation under contextual constraints—0
Embedding Method for Knowledge Graph with Densely Defined Ontology—0
Catching Image Retrieval Generalization—0
Embedding Meta-Textual Information for Improved Learning to Rank—0
Embedding Label Structures for Fine-Grained Feature Representation—0
Approximate Sentence Retrieval for Scalable and Efficient Example-Based Machine Translation—0
Embedding Electronic Health Records for Clinical Information Retrieval—0
Case Study: The Impact of Location on Bias in Search Results—0
Embedding Compression with Isotropic Iterative Quantization—0
Approximate Query Matching for Image Retrieval—0
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All datasetsQuora Question PairsHotpotQANatural QuestionsOK-VQAInfoSeekMVKPolyvorePubMedQAPubMedQA corpus with metadataToolLensคลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

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