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 33763400 of 14297 papers

TitleStatusHype
Decoding BACnet Packets: A Large Language Model Approach for Packet Interpretation0
Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent0
Decoding Working Memory Load from EEG with LSTM Networks0
DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generation0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs0
Decompose Semantic Shifts for Composed Image Retrieval0
Decomposing Complex Queries for Tip-of-the-tongue Retrieval0
Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval0
Decomposing Normal and Abnormal Features of Medical Images into Discrete Latent Codes for Content-Based Image Retrieval0
Analyzing Local Representations of Self-supervised Vision Transformers0
Deconfounded and Explainable Interactive Vision-Language Retrieval of Complex Scenes0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need0
Datasets for Multilingual Answer Sentence Selection0
Decorum: A Language-Based Approach For Style-Conditioned Synthesis of Indoor 3D Scenes0
Decoupled Context Processing for Context Augmented Language Modeling0
Semantic Caching of Contextual Summaries for Efficient Question-Answering with Language Models0
Diversity driven Query Rewriting in Search Advertising0
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention0
Auto-MVCNN: Neural Architecture Search for Multi-view 3D Shape Recognition0
Dataset Protection via Watermarked Canaries in Retrieval-Augmented LLMs0
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence0
Decoy Effect In Search Interaction: Understanding User Behavior and Measuring System Vulnerability0
Decoy Effect in Search Interaction: A Pilot Study0
A weakly supervised adaptive triplet loss for deep metric learning0
Dataset of Natural Language Queries for E-Commerce0
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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