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 35513575 of 14297 papers

TitleStatusHype
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion RetrievalCode0
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue GenerationCode0
A Method for Detecting Legal Article Competition for Korean Criminal Law Using a Case-augmented Mention GraphCode0
MXM-CLR: A Unified Framework for Contrastive Learning of Multifold Cross-Modal RepresentationsCode0
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image RetrievalCode0
Correcting the Triplet Selection Bias for Triplet LossCode0
Benchmark for Complex Answer RetrievalCode0
BEKG: A Built Environment Knowledge GraphCode0
Attribute-Aware Attention Model for Fine-grained Representation LearningCode0
KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph GenerationCode0
Knowledge graphs for empirical concept retrievalCode0
Deep Randomized Ensembles for Metric LearningCode0
Corpus Poisoning via Approximate Greedy Gradient DescentCode0
DeepRank: A New Deep Architecture for Relevance Ranking in Information RetrievalCode0
Adaptive Fine-Grained Sketch-Based Image RetrievalCode0
Deep Recurrent Quantization for Generating Sequential Binary CodesCode0
Corpus-Level End-to-End Exploration for Interactive SystemsCode0
Attentive Memory Networks: Efficient Machine Reading for Conversational SearchCode0
Contextual Knowledge Pursuit for Faithful Visual SynthesisCode0
CorpusBrain++: A Continual Generative Pre-Training Framework for Knowledge-Intensive Language TasksCode0
Knowledge Distillation for Singing Voice DetectionCode0
Knowledge-Enhanced Evidence Retrieval for Counterargument GenerationCode0
Corner-Based Geometric Calibration of Multi-Focus Plenoptic CamerasCode0
Knowledge Corpus Error in Question AnsweringCode0
Coreference Resolution in Research Papers from Multiple DomainsCode0
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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