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 7951–7975 of 14297 papers

TitleStatusHype
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems—0
Long-Tail Crisis in Nearest Neighbor Language Models—0
Long-tailed Extreme Multi-label Text Classification with Generated Pseudo Label Descriptions—0
DLocRL: A Deep Learning Pipeline for Fine-Grained Location Recognition and Linking in Tweets—0
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding—0
DM2RM: Dual-Mode Multimodal Ranking for Target Objects and Receptacles Based on Open-Vocabulary Instructions—0
Long-VMNet: Accelerating Long-Form Video Understanding via Fixed Memory—0
Evaluating Answer Reranking Strategies in Time-sensitive Question Answering—0
Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark—0
Look Before You Leap: Improving Text-based Person Retrieval by Learning A Consistent Cross-modal Common Manifold—0
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models—0
DMQR-RAG: Diverse Multi-Query Rewriting for RAG—0
Look into the Future: Deep Contextualized Sequential Recommendation—0
LookupForensics: A Large-Scale Multi-Task Dataset for Multi-Phase Image-Based Fact Verification—0
LoopITR: Combining Dual and Cross Encoder Architectures for Image-Text Retrieval—0
DNN-based 3D Cloud Retrieval for Variable Solar Illumination and Multiview Spaceborne Imaging—0
Aggregating Binary Local Descriptors for Image Retrieval—0
Medical Image Classification via SVM using LBP Features from Saliency-Based Folded Data—0
Medical Literature Mining and Retrieval in a Conversational Setting—0
MEDIAPI-SKEL - A 2D-Skeleton Video Database of French Sign Language With Aligned French Subtitles—0
LoRA-Contextualizing Adaptation of Large Multimodal Models for Long Document Understanding—0
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild—0
LoRE: Logit-Ranked Retriever Ensemble for Enhancing Open-Domain Question Answering—0
Lorentzian Distance Learning—0
ChipNeMo: Domain-Adapted LLMs for Chip Design—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