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 5526–5550 of 14297 papers

TitleStatusHype
Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning—0
Discovering beautiful attributes for aesthetic image analysis—0
Binary Paragraph Vectors—0
Evaluating Text-to-Image Matching using Binary Image Selection (BISON)—0
Angular Triplet-Center Loss for Multi-view 3D Shape Retrieval—0
DIR: Retrieval-Augmented Image Captioning with Comprehensive Understanding—0
Direct vs. indirect evaluation of distributional thesauri—0
Angular Quantization-based Binary Codes for Fast Similarity Search—0
Advancing Academic Knowledge Retrieval via LLM-enhanced Representation Similarity Fusion—0
Direct optimization of F-measure for retrieval-based personal question answering—0
Direction-Oriented Visual-semantic Embedding Model for Remote Sensing Image-text Retrieval—0
Binary Constrained Deep Hashing Network for Image Retrieval without Manual Annotation—0
Direct Fact Retrieval from Knowledge Graphs without Entity Linking—0
dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models—0
Binary Coding for Partial Action Analysis With Limited Observation Ratios—0
Binary Codes for Tagging X-Ray Images via Deep De-Noising Autoencoders—0
Advances in Human Action Recognition: A Survey—0
A Genetic Algorithm Approach for ImageRepresentation Learning through Color Quantization—0
A Collaborative Visual SLAM Framework for Service Robots—0
Toward Automatic Relevance Judgment using Vision--Language Models for Image--Text Retrieval Evaluation—0
Predict Emoji Combination with Retrieval Strategy—0
DIRA: Dialectal Arabic Information Retrieval Assistant—0
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation—0
BIM-GPT: a Prompt-Based Virtual Assistant Framework for BIM Information Retrieval—0
DINOBot: Robot Manipulation via Retrieval and Alignment with Vision Foundation Models—0
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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