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 5901–5950 of 14297 papers

TitleStatusHype
Scene Graph Based Fusion Network For Image-Text Retrieval—0
Cascading Hierarchical Networks with Multi-task Balanced Loss for Fine-grained hashingCode0
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
The Challenge of Differentially Private Screening Rules—0
UNREAL:Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node ClassificationCode0
A Graph-Guided Reasoning Approach for Open-ended Commonsense Question Answering—0
Conversational Tree Search: A New Hybrid Dialog TaskCode0
DiffusionRet: Generative Text-Video Retrieval with Diffusion ModelCode1
A Benchmark of PDF Information Extraction Tools using a Multi-Task and Multi-Domain Evaluation Framework for Academic Documents—0
MRIS: A Multi-modal Retrieval Approach for Image Synthesis on Diverse Modalities—0
IRGen: Generative Modeling for Image RetrievalCode1
Stat-weight: Improving the Estimator of Interleaved Methods Outcomes with Statistical Hypothesis Testing—0
Investigating the Role of Attribute Context in Vision-Language Models for Object Recognition and Detection—0
Unsupervised Facial Expression Representation Learning with Contrastive Local WarpingCode0
Data Roaming and Quality Assessment for Composed Image RetrievalCode1
Towards a Smaller Student: Capacity Dynamic Distillation for Efficient Image Retrieval—0
Finding Similar Exercises in Retrieval Manner—0
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation—0
VVS: Video-to-Video Retrieval with Irrelevant Frame SuppressionCode1
A Triplet-loss Dilated Residual Network for High-Resolution Representation Learning in Image Retrieval—0
On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models—0
Efficient Uncertainty Estimation with Gaussian Process for Reliable Dialog Response Retrieval—0
Improving information retrieval through correspondence analysis instead of latent semantic analysis—0
Data-Free Sketch-Based Image RetrievalCode1
PSNet: a deep learning model based digital phase shifting algorithm from a single fringe image—0
Query2doc: Query Expansion with Large Language Models—0
Efficient Image-Text Retrieval via Keyword-Guided Pre-Screening—0
Beyond Single Items: Exploring User Preferences in Item Sets with the Conversational Playlist Curation DatasetCode1
PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical DocumentsCode2
MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReIDCode1
NeuroQL: A Neuro-Symbolic Language and Dataset for Inter-Subjective Reasoning—0
Towards Diverse Temporal Grounding under Single Positive LabelsCode0
Accommodating Audio Modality in CLIP for Multimodal ProcessingCode0
ALIST: Associative Logic for Inference, Storage and Transfer. A Lingua Franca for Inference on the Web—0
Universal Instance Perception as Object Discovery and RetrievalCode3
Improve Retrieval-based Dialogue System via Syntax-Informed Attention—0
Naver Labs Europe (SPLADE) @ TREC NeuCLIR 2022—0
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling—0
Self-supervised Training Sample Difficulty Balancing for Local Descriptor Learning—0
Single-branch Network for Multimodal TrainingCode1
Semantic-Preserving Augmentation for Robust Image-Text RetrievalCode0
Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning—0
Improving Video Retrieval by Adaptive Margin—0
Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions?—0
Co-Attention Aligned Mutual Cross-Attention for Cloth-Changing Person Re-IdentificationCode1
Adversarial Modality Alignment Network for Cross-Modal Molecule RetrievalCode0
FastFill: Efficient Compatible Model UpdateCode1
Query-Utterance Attention with Joint modeling for Query-Focused Meeting SummarizationCode0
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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