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 63016325 of 14297 papers

TitleStatusHype
CyberBOT: Towards Reliable Cybersecurity Education via Ontology-Grounded Retrieval Augmented Generation0
Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers0
CvxNet: Learnable Convex Decomposition0
CVL-DataBase: An Off-Line Database for Writer Retrieval, Writer Identification and Word Spotting0
Automatic Feature Weight Determination using Indexing and Pseudo-Relevance Feedback for Multi-feature Content-Based Image Retrieval0
CV4Code: Sourcecode Understanding via Visual Code Representations0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation0
Automatic Fact-Checking with Frame-Semantics0
Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models0
Automatic Face Understanding: Recognizing Families in Photos0
Custom Data Augmentation for low resource ASR using Bark and Retrieval-Based Voice Conversion0
CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval0
Automatic Face Reenactment0
Analysing Word Importance for Image Annotation0
A data-driven model of explanations for a chatbot that helps to practice conversation in a foreign language0
Accelerating Retrieval-Augmented Language Model Serving with Speculation0
SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache0
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets0
Cursive Caption Text Detection in Videos0
Automatic Evaluation vs. User Preference in Neural Textual QuestionAnswering over COVID-19 Scientific Literature0
Curse of Heterogeneity: Computational Barriers in Sparse Mixture Models and Phase Retrieval0
CAPSTONE: Curriculum Sampling for Dense Retrieval with Document Expansion0
Automatic Electrodes Detection during simultaneous EEG/fMRI acquisition0
Automatic Distractor Suggestion for Multiple-Choice Tests Using Concept Embeddings and Information Retrieval0
Curriculum Learning for Data-Efficient Vision-Language Alignment0
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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