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 8751–8775 of 14297 papers

TitleStatusHype
From ELTeC Text Collection Metadata and Named Entities to Linked-data (and Back)—0
Compression of Deep Learning Models for Text: A Survey—0
A study on the Interpretability of Neural Retrieval Models using DeepSHAP—0
ACTNET: end-to-end learning of feature activations and multi-stream aggregation for effective instance image retrieval—0
Take a Fresh Look at Recommender Systems from an Evaluation Standpoint—0
From Cooking Recipes to Robot Task Trees -- Improving Planning Correctness and Task Efficiency by Leveraging LLMs with a Knowledge Network—0
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL—0
Compressing Sentence Representation with maximum Coding Rate Reduction—0
A Study on the Implementation of Generative AI Services Using an Enterprise Data-Based LLM Application Architecture—0
From Chaos to Automation: Enabling the Use of Unstructured Data for Robotic Process Automation—0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models—0
From Baseline to Top Performer: A Reproducibility Study of Approaches at the TREC 2021 Conversational Assistance Track—0
From Audio to Symbolic Encoding—0
Compressing Sentence Representation via Homomorphic Projective Distillation—0
A Study on FGSM Adversarial Training for Neural Retrieval—0
From A Glance to "Gotcha": Interactive Facial Image Retrieval with Progressive Relevance Feedback—0
Compressible and Searchable: AI-native Multi-Modal Retrieval System with Learned Image Compression—0
A Study on Effect of Reference Knowledge Choice in Generating Technical Content Relevant to SAPPhIRE Model Using Large Language Model—0
FROG-measurement based phase retrieval for analytic signals—0
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents—0
Comprehensive Study on Denoising of Medical Images Utilizing Neural Network Based Auto-Encoder—0
Frequently Asked Questions Retrieval for Croatian Based on Semantic Textual Similarity—0
Comprehensive Review on Semantic Information Retrieval and Ontology Engineering—0
A Study on Contextualized Language Modeling for FAQ Retrieval—0
A Light Touch Approach to Teaching Transformers Multi-view Geometry—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