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 39013910 of 14297 papers

TitleStatusHype
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation0
Cofca: A Step-Wise Counterfactual Multi-hop QA benchmark0
Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term ConversationsCode1
TriSampler: A Better Negative Sampling Principle for Dense Retrieval0
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students0
Ask Optimal Questions: Aligning Large Language Models with Retriever's Preference in Conversational Search0
Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation0
Perceiving Longer Sequences With Bi-Directional Cross-Attention TransformersCode1
Surprising Efficacy of Fine-Tuned Transformers for Fact-Checking over Larger Language Models0
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning0
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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