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 5901–5925 of 14297 papers

TitleStatusHype
Cascading Hierarchical Networks with Multi-task Balanced Loss for Fine-grained hashingCode0
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal RepresentationsCode0
Textless Speech-to-Music Retrieval Using Emotion Similarity—0
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering—0
UNREAL:Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node ClassificationCode0
The Challenge of Differentially Private Screening Rules—0
A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering—0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
Stat-weight: Improving the Estimator of Interleaved Methods Outcomes with Statistical Hypothesis Testing—0
DiffusionRet: Generative Text-Video Retrieval with Diffusion ModelCode1
MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities—0
A Benchmark of PDF Information Extraction Tools using a Multi-Task and Multi-Domain Evaluation Framework for Academic Documents—0
IRGen: Generative Modeling for Image RetrievalCode1
Investigating the Role of Attribute Context in Vision-Language Models for Object Recognition and Detection—0
Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval—0
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
Unsupervised Facial Expression Representation Learning with Contrastive Local WarpingCode0
Finding Similar Exercises in Retrieval Manner—0
VVS: Video-to-Video Retrieval with Irrelevant Frame SuppressionCode1
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation—0
On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models—0
A Triplet-loss Dilated Residual Network for High-Resolution Representation Learning in Image Retrieval—0
Efficient Uncertainty Estimation with Gaussian Process for Reliable Dialog Response Retrieval—0
PSNet: a deep learning model based digital phase shifting algorithm from a single fringe image—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