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 3926–3950 of 14297 papers

TitleStatusHype
FairSync: Ensuring Amortized Group Exposure in Distributed Recommendation RetrievalCode0
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond—0
MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQLCode0
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning—0
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild—0
Generative Representational Instruction TuningCode4
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts—0
Grounding Language Model with Chunking-Free In-Context Retrieval—0
Multi-Query Focused Disaster Summarization via Instruction-Based Prompting—0
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency—0
HGOT: Hierarchical Graph of Thoughts for Retrieval-Augmented In-Context Learning in Factuality EvaluationCode0
PreFLMR: Scaling Up Fine-Grained Late-Interaction Multi-modal RetrieversCode3
Captions Are Worth a Thousand Words: Enhancing Product Retrieval with Pretrained Image-to-Text Models—0
VCR: Video representation for Contextual RetrievalCode0
Multimodal Learned Sparse Retrieval for Image Suggestion—0
Computationally efficient reductions between some statistical models—0
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question AnsweringCode4
Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT—0
Had enough of experts? Quantitative knowledge retrieval from large language models—0
CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity KnowledgeCode2
Retrieval Augmented Thought Process for Private Data Handling in Healthcare—0
PoisonedRAG: Knowledge Corruption Attacks to Retrieval-Augmented Generation of Large Language ModelsCode3
EmoWear: Exploring Emotional Teasers for Voice Message Interaction on Smartwatches—0
Generalizing Conversational Dense Retrieval via LLM-Cognition Data AugmentationCode0
Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models—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