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 7226–7250 of 14297 papers

TitleStatusHype
Large Scale Strongly Supervised Ensemble Metric Learning, with Applications to Face Verification and Retrieval—0
EVIDENCEMINER: Textual Evidence Discovery for Life Sciences—0
Large Scale Video Representation Learning via Relational Graph Clustering—0
Vision-Language Models Learn Super Images for Efficient Partially Relevant Video Retrieval—0
Large Scale Visual Food Recognition—0
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation—0
Classification Tree Diagrams in Health Informatics Applications—0
Evidence Contextualization and Counterfactual Attribution for Conversational QA over Heterogeneous Data with RAG Systems—0
Deep Supervised Discrete Hashing—0
Evidence-based Trustworthiness—0
BERT-Embedding and Citation Network Analysis based Query Expansion Technique for Scholarly Search—0
LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision—0
LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition—0
Classification or Generation? Understanding Paradigm Shift for Knowledge-Intensive Tasks—0
A Review of Repository Level Prompting for LLMs—0
Deep Supervised Hashing With Anchor Graph—0
Late multimodal fusion for image and audio music transcription—0
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings—0
EveTAR: Building a Large-Scale Multi-Task Test Collection over Arabic Tweets—0
Latent Space Embedding for Retrieval in Question-Answer Archives—0
Deep Supervised Information Bottleneck Hashing for Cross-modal Retrieval based Computer-aided Diagnosis—0
Latent-variable Private Information Retrieval—0
LaTIM: Measuring Latent Token-to-Token Interactions in Mamba Models—0
LaT: Latent Translation with Cycle-Consistency for Video-Text Retrieval—0
Everything Can Be Described in Words: A Simple Unified Multi-Modal Framework with Semantic and Temporal Alignment—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