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 29312940 of 14297 papers

TitleStatusHype
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-world Document AnalysisCode1
Towards Retrieval Augmented Generation over Large Video Libraries0
TTQA-RS- A break-down prompting approach for Multi-hop Table-Text Question Answering with Reasoning and Summarization0
Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks0
Evaluating RAG-Fusion with RAGElo: an Automated Elo-based FrameworkCode2
EAGER: Two-Stream Generative Recommender with Behavior-Semantic CollaborationCode1
Insights into LLM Long-Context Failures: When Transformers Know but Don't TellCode1
ACR: A Benchmark for Automatic Cohort Retrieval0
RE-AdaptIR: Improving Information Retrieval through Reverse Engineered Adaptation0
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought0
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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