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 11511160 of 14297 papers

TitleStatusHype
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAGCode0
QA-Expand: Multi-Question Answer Generation for Enhanced Query Expansion in Information Retrieval0
Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex InteractionsCode1
Fast and Accurate Antibody Sequence Design via Structure Retrieval0
ReTreever: Tree-based Coarse-to-Fine Representations for Retrieval0
PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval0
MLLM4PUE: Toward Universal Embeddings in Computational Pathology through Multimodal LLMs0
Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos0
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval0
JamendoMaxCaps: A Large Scale Music-caption Dataset with Imputed MetadataCode1
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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