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 6701–6725 of 14297 papers

TitleStatusHype
Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors—0
Interest-based Item Representation Framework for Recommendation with Multi-Interests Capsule Network—0
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-Modal Information Retrieval—0
Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet—0
Interferences in match kernels—0
Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database—0
Exploiting Neural Query Translation into Cross Lingual Information Retrieval—0
CLIPPING: Distilling CLIP-Based Models With a Student Base for Video-Language Retrieval—0
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering—0
International Speech Communication Association Distinguished Lecture: Principles and Design of a System for Academic Information Retrieval based on Human-Machine Dialogue—0
A robot-assisted pipeline to rapidly scan 1.7 million historical aerial photographs—0
InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation—0
Know Your RAG: Dataset Taxonomy and Generation Strategies for Evaluating RAG Systems—0
DCAF: A Dynamic Computation Allocation Framework for Online Serving System—0
Exploiting Modern Hardware for High-Dimensional Nearest Neighbor Search—0
Exploiting Local Features from Deep Networks for Image Retrieval—0
DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding—0
Interpretable Self-supervised Multi-task Learning for COVID-19 Information Retrieval and Extraction—0
CLIP-PING: Boosting Lightweight Vision-Language Models with Proximus Intrinsic Neighbors Guidance—0
Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval—0
Interpreting Context of Images using Scene Graphs—0
Exploiting Latent Codes: Interactive Fashion Product Generation, Similar Image Retrieval, and Cross-Category Recommendation using Variational Autoencoders—0
CLIP Multi-modal Hashing for Multimedia Retrieval—0
Interpreting Dense Retrieval as Mixture of Topics—0
A Hardware-Efficient Synchronization in L-DACS1 for Aeronautical Communications—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