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 9826–9850 of 14297 papers

TitleStatusHype
Is Image Encoding Beneficial for Deep Learning in Finance? An Analysis of Image Encoding Methods for the Application of Convolutional Neural Networks in Finance—0
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
New Ideas and Trends in Deep Multimodal Content Understanding: A Review—0
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering—0
Effective Distributed Representations for Academic Expert SearchCode0
On the Exploration of Incremental Learning for Fine-grained Image RetrievalCode1
CIMON: Towards High-quality Hash Codes—0
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation—0
Explicit Alignment Objectives for Multilingual Bidirectional EncodersCode0
MedDG: An Entity-Centric Medical Consultation Dataset for Entity-Aware Medical Dialogue GenerationCode1
PlenoptiCam v1.0: A light-field imaging frameworkCode1
Self-Supervised Ranking for Representation Learning—0
Pretrained Transformers for Text Ranking: BERT and BeyondCode2
On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval—0
The workweek is the best time to start a family -- A Study of GPT-2 Based Claim Generation—0
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language ModelsCode1
Modeling the Music Genre Perception across Language-Bound CulturesCode0
MedICaT: A Dataset of Medical Images, Captions, and Textual ReferencesCode1
Trace Reconstruction Problems in Computational Biology—0
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs—0
Large Scale Product Graph Construction for Recommendation in E-commerceCode0
Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations—0
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano musicCode2
Hierarchical Gumbel Attention Network for Text-based Person Search—0
Open-Domain Question Answering Goes Conversational via Question RewritingCode1
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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