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 3326–3350 of 14297 papers

TitleStatusHype
A Video is Worth 10,000 Words: Training and Benchmarking with Diverse Captions for Better Long Video Retrieval—0
AviationLLM: An LLM-based Knowledge System for Aviation Training—0
An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering—0
Addressing the Selection Bias in Voice Assistance: Training Voice Assistance Model in Python with Equal Data Selection—0
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings—0
Average Biased ReLU Based CNN Descriptor for Improved Face Retrieval—0
An Analysis of Classification Approaches for Hit Song Prediction using Engineered Metadata Features with Lyrics and Audio Features—0
AVATAR: Robust Voice Search Engine Leveraging Autoregressive Document Retrieval and Contrastive Learning—0
An Analysis of Action Recognition Datasets for Language and Vision Tasks—0
Addressing Leakage in Self-Supervised Contextualized Code Retrieval—0
A Variational Feature Encoding Method of 3D Object for Probabilistic Semantic SLAM—0
Avalanches and Generalized Memory Associativity in a Network Model for Conscious and Unconscious Mental Functioning—0
An Analysis of a BERT Deep Learning Strategy on a Technology Assisted Review Task—0
Analyzing the Impact of COVID-19 on Economy from the Perspective of Users Reviews—0
Addressing Image Hallucination in Text-to-Image Generation through Factual Image Retrieval—0
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability—0
Auto Search Indexer for End-to-End Document Retrieval—0
Dissecting Temporal Understanding in Text-to-Audio Retrieval—0
Accommodation of Conversational Code-Choice—0
Dissecting the impact of different loss functions with gradient surgery—0
Distance-based Composable Representations with Neural Networks—0
Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation—0
AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation—0
Analyzing Similarity in Mathematical Content To Enhance the Detection of Academic Plagiarism—0
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality—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