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 4951–4975 of 14297 papers

TitleStatusHype
Multi-event Video-Text RetrievalCode1
Multi-Grained Attention Network With Mutual Exclusion for Composed Query-Based Image Retrieval—0
Feature Extraction Using Deep Generative Models for Bangla Text Classification on a New Comprehensive Dataset—0
UnLoc: A Unified Framework for Video Localization Tasks—0
Evaluating Temporal Persistence Using Replicability Measures—0
RaLLe: A Framework for Developing and Evaluating Retrieval-Augmented Large Language ModelsCode1
Simple Baselines for Interactive Video Retrieval with Questions and AnswersCode1
Exploring Fine-Grained Representation and Recomposition for Cloth-Changing Person Re-IdentificationCode1
When Prompt-based Incremental Learning Does Not Meet Strong PretrainingCode1
EigenPlaces: Training Viewpoint Robust Models for Visual Place RecognitionCode1
Rethinking Person Re-identification from a Projection-on-Prototypes Perspective—0
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense RetrievalCode0
FashionNTM: Multi-turn Fashion Image Retrieval via Cascaded Memory—0
FoodGPT: A Large Language Model in Food Testing Domain with Incremental Pre-training and Knowledge Graph Prompt—0
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method—0
An Empirical Study of CLIP for Text-based Person SearchCode1
I3: Intent-Introspective Retrieval Conditioned on Instructions—0
Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer—0
Taken by Surprise: Contrast effect for Similarity ScoresCode1
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification—0
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition—0
KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases—0
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries—0
MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language ModelsCode2
ICAR: Image-based Complementary Auto Reasoning—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