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

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Showing 5451–5475 of 14297 papers

TitleStatusHype
Distilling Transformers for Neural Cross-Domain Search—0
An Intelligent Recommendation-cum-Reminder System—0
Bisecting K-Means in RAG for Enhancing Question-Answering Tasks Performance in Telecommunications—0
Distilling Knowledge for Fast Retrieval-based Chat-bots—0
BIRP: Bitcoin Information Retrieval Prediction Model Based on Multimodal Pattern Matching—0
An Integrated Search Framework for Leveraging the Knowledge-Based Web Ecosystem—0
Advancing Question Answering on Handwritten Documents: A State-of-the-Art Recognition-Based Model for HW-SQuAD—0
Distill CLIP (DCLIP): Enhancing Image-Text Retrieval via Cross-Modal Transformer Distillation—0
Distillation for Multilingual Information Retrieval—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN—0
Distant-Supervised Slot-Filling for E-Commerce Queries—0
Distant Reading in Digital Humanities: Case Study on the Serbian Part of the ELTeC Collection—0
An innovative solution for breast cancer textual big data analysis—0
Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation—0
Distance-based Composable Representations with Neural Networks—0
Dissecting the impact of different loss functions with gradient surgery—0
Bipartite Graph Convolutional Hashing for Effective and Efficient Top-N Search in Hamming Space—0
Dissecting Temporal Understanding in Text-to-Audio Retrieval—0
Dissecting Paraphrases: The Impact of Prompt Syntax and supplementary Information on Knowledge Retrieval from Pretrained Language Models—0
BIOSSES: A Semantic Sentence Similarity Estimation System for the Biomedical Domain—0
An Initial Test Collection for Ranked Retrieval of SMS Conversations—0
Advancing Large Language Models for Spatiotemporal and Semantic Association Mining of Similar Environmental Events—0
A Compact FP-Tree for Fast Frequent Pattern Retrieval—0
2nd Place Solution to Google Landmark Retrieval 2020—0
Dissecting an Adversarial framework for Information Retrieval—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53—Unverified
2ElasticsearchQueries per second21.8—Unverified
3BM25-PTQueries per second6.49—Unverified
4Rank-BM25Queries per second1.18—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88—Unverified
2ElasticsearchQueries per second7.11—Unverified
3Rank-BM25Queries per second0.04—Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85—Unverified
2ElasticsearchQueries per second12.16—Unverified
3Rank-BM25Queries per second0.1—Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32—Unverified
2RA-VQARecall@582.84—Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30—Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1—Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55—Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222—Unverified