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

Showing 43764400 of 14297 papers

TitleStatusHype
CREATE: A Benchmark for Chinese Short Video Retrieval and Title Generation0
CREATE: A Benchmark for Chinese Short Video Retrieval and Title Generation0
A Categorical Approach for Recognizing Emotional Effects of Music0
Explainable Agreement through Simulation for Tasks with Subjective Labels0
Explainable Biomedical Hypothesis Generation via Retrieval Augmented Generation enabled Large Language Models0
Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning0
EXS: Explainable Search Using Local Model Agnostic Interpretability0
Fast Dictionary Matching for Content-based Image Retrieval0
FMM-X3D: FPGA-based modeling and mapping of X3D for Human Action Recognition0
Crawler for Image Acquisition from World Wide Web0
A Modular Architecture for Unsupervised Sarcasm Generation0
Audio Interval Retrieval using Convolutional Neural Networks0
A Case Study on the Impact of Similarity Measure on Information Retrieval based Software Engineering Tasks0
CRAFT: Training-Free Cascaded Retrieval for Tabular QA0
Crafting the Path: Robust Query Rewriting for Information Retrieval0
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs0
Crafting Knowledge: Exploring the Creative Mechanisms of Chat-Based Search Engines0
Audio Features Affected by Music Expressiveness0
Adaptive Multi-Agent E-Learning Recommender Systems0
Experimenting with Legal AI Solutions: The Case of Question-Answering for Access to Justice0
CPS-MEBR: Click Feedback-Aware Web Page Summarization for Multi-Embedding-Based Retrieval0
CPS++: Improving Class-level 6D Pose and Shape Estimation From Monocular Images With Self-Supervised Learning0
Audio-Enhanced Text-to-Video Retrieval using Text-Conditioned Feature Alignment0
CPR: Retrieval Augmented Generation for Copyright Protection0
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified