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 30013025 of 14297 papers

TitleStatusHype
Deep Semantic Hashing with Generative Adversarial Networks0
Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning0
BibSonomy Meets ChatLLMs for Publication Management: From Chat to Publication Management: Organizing your related work using BibSonomy & LLMs0
Bibliometrics, Information Retrieval and Natural Language Processing: Natural Synergies to Support Digital Library Research0
A New Evaluation Protocol and Benchmarking Results for Extendable Cross-media Retrieval0
Bibliometrics and Information Retrieval: Creating Knowledge through Research Synergies0
Bibliometric-Enhanced Information Retrieval: 5th International BIR Workshop0
A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching0
Advanced ingestion process powered by LLM parsing for RAG system0
Bibliometric-Enhanced Information Retrieval: 3rd International BIR Workshop0
Bibliometric-enhanced Information Retrieval: 2nd International BIR Workshop0
A New Citation Recommendation Strategy Based on Term Functions in Related Studies Section0
Bibliometric-enhanced Information Retrieval 10th Anniversary Workshop Edition0
D2S-FLOW: Automated Parameter Extraction from Datasheets for SPICE Model Generation Using Large Language Models0
2DP-2MRC: 2-Dimensional Pointer-based Machine Reading Comprehension Method for Multimodal Moment Retrieval0
DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs0
Deep Semantic Correlation Learning Based Hashing for Multimedia Cross-Modal Retrieval0
Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval0
Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs0
BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models0
Beyond Words: On Large Language Models Actionability in Mission-Critical Risk Analysis0
A new approach to descriptors generation for image retrieval by analyzing activations of deep neural network layers0
A Dual-Source Approach for 3D Pose Estimation from a Single Image0
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond0
Beyond Visual Semantics: Exploring the Role of Scene Text in Image Understanding0
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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