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 3951–3975 of 14297 papers

TitleStatusHype
ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation—0
SpeechCLIP+: Self-supervised multi-task representation learning for speech via CLIP and speech-image dataCode0
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable AnswersCode2
Task Supportive and Personalized Human-Large Language Model Interaction: A User Study—0
GS-CLIP: Gaussian Splatting for Contrastive Language-Image-3D Pretraining from Real-World Data—0
Large Language Models for Captioning and Retrieving Remote Sensing Images—0
Maia: A Real-time Non-Verbal Chat for Human-AI Interaction—0
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMACode4
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
3D-2D Neural Nets for Phase Retrieval in Noisy Interferometric Imaging—0
Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs—0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages—0
Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback—0
BEBLID: Boosted efficient binary local image descriptorCode2
Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Graph Neural Networks—0
On Computational Limits of Modern Hopfield Models: A Fine-Grained Complexity Analysis—0
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question AnsweringCode0
Tactile-based Object Retrieval From Granular Media—0
Enhancing Retrieval Processes for Language Generation with Augmented Queries—0
Retrieval Augmented Cross-Modal Tag Recommendation in Software Q&A Sites—0
Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuningCode1
Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality GapCode0
The beltway problem over orthogonal groups—0
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton—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