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 98019850 of 14297 papers

TitleStatusHype
Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive LearningCode1
XOR QA: Cross-lingual Open-Retrieval Question AnsweringCode1
S_Covid: An Engine to Explore COVID-19 Scientific Literature0
ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search EngineCode0
LCD -- Line Clustering and Description for Place RecognitionCode1
CoRT: Complementary Rankings from TransformersCode1
A Continuous-Time Mirror Descent Approach to Sparse Phase RetrievalCode0
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and EfficientlyCode1
Individual corpora predict fast memory retrieval during reading0
ICFHR 2020 Competition on Image Retrieval for Historical Handwritten FragmentsCode0
PROP: Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
Open Question Answering over Tables and TextCode1
Surprise: Result List Truncation via Extreme Value Theory0
Technical Question Answering across Tasks and DomainsCode0
Efficient Similarity-Preserving Unsupervised Learning using Modular Sparse Distributed Codes and Novelty-Contingent Noise0
Adversarial Training for Code Retrieval with Question-Description Relevance RegularizationCode0
DIME: An Online Tool for the Visual Comparison of Cross-Modal Retrieval ModelsCode0
LANNS: A Web-Scale Approximate Nearest Neighbor Lookup System0
Self-supervised Co-training for Video Representation LearningCode1
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines0
Rotation Invariant Aerial Image Retrieval with Group Convolutional Metric Learning0
SHREC 2020 track: 6D Object Pose Estimation0
Differentiable Top-k with Optimal Transport0
Audio-based Near-Duplicate Video Retrieval with Audio Similarity LearningCode1
CUSATNLP@HASOC-Dravidian-CodeMix-FIRE2020:Identifying Offensive Language from ManglishTweets0
Is Image Encoding Beneficial for Deep Learning in Finance? An Analysis of Image Encoding Methods for the Application of Convolutional Neural Networks in Finance0
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question AnsweringCode1
New Ideas and Trends in Deep Multimodal Content Understanding: A Review0
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question Answering0
Effective Distributed Representations for Academic Expert SearchCode0
On the Exploration of Incremental Learning for Fine-grained Image RetrievalCode1
CIMON: Towards High-quality Hash Codes0
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation0
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 Learning0
Pretrained Transformers for Text Ranking: BERT and BeyondCode2
On the Fundamental Limits of Cache-aided Multiuser Private Information Retrieval0
The workweek is the best time to start a family -- A Study of GPT-2 Based Claim Generation0
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 Biology0
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs0
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 Operations0
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano musicCode2
Hierarchical Gumbel Attention Network for Text-based Person Search0
Open-Domain Question Answering Goes Conversational via Question RewritingCode1
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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