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 3951–3975 of 14297 papers

TitleStatusHype
Introducing Auxiliary Text Query-modifier to Content-based Audio RetrievalCode0
Introducing Information Retrieval for Biomedical Informatics StudentsCode0
Inverse-Category-Frequency based supervised term weighting scheme for text categorizationCode0
Investigating the Effects of Sparse Attention on Cross-EncodersCode0
Intra-Modal Constraint Loss For Image-Text RetrievalCode0
Content-Based Landmark Retrieval Combining Global and Local Features using Siamese Neural NetworksCode0
Interpreting Multilingual and Document-Length Sensitive Relevance Computations in Neural Retrieval Models through Axiomatic Causal InterventionsCode0
Diversity matters: Robustness of bias measurements in WikidataCode0
Interpretation of multi-label classification models using shapley valuesCode0
Content-based image retrieval tutorialCode0
Interpretable Natural Language Segmentation Based on Link GrammarCode0
Introducing a Class-Aware Metric for Monocular Depth Estimation: An Automotive PerspectiveCode0
Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based ChatbotsCode0
Interactive Machine Comprehension with Information Seeking AgentsCode0
IntellBot: Retrieval Augmented LLM Chatbot for Cyber Threat Knowledge DeliveryCode0
Integrating Visual and Semantic Similarity Using Hierarchies for Image RetrievalCode0
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational HistoryCode0
Integrating Listwise Ranking into Pairwise-based Image-Text RetrievalCode0
Integrating MedCLIP and Cross-Modal Fusion for Automatic Radiology Report GenerationCode0
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language ModelsCode0
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option ShufflingCode0
Improved Deep Hashing with Soft Pairwise Similarity for Multi-label Image RetrievalCode0
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document RetrievalCode0
InRanker: Distilled Rankers for Zero-shot Information RetrievalCode0
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language ModelsCode0
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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