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 14311440 of 14297 papers

TitleStatusHype
Shift the Lens: Environment-Aware Unsupervised Camouflaged Object DetectionCode0
Rethinking Noisy Video-Text Retrieval via Relation-aware Alignment0
DTOS: Dynamic Time Object Sensing with Large Multimodal ModelCode0
CCIN: Compositional Conflict Identification and Neutralization for Composed Image RetrievalCode0
HORUS: Multimodal Large Language Models Framework for Video Retrieval at VBS 20250
TrustRAG: Enhancing Robustness and Trustworthiness in RAGCode2
Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline SummarizationCode3
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention0
Retrieval-Augmented Generation with Graphs (GraphRAG)Code0
KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities0
Show:102550
← PrevPage 144 of 1430Next →

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