SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 8751–8800 of 14581 papers

TitleStatusHype
Staircase Network: structural language identification via hierarchical attentive units—0
Adversarially Robust Generalization Requires More Data—0
Deep Barcodes for Fast Retrieval of Histopathology Scans—0
Supervised learning with quantum enhanced feature spacesCode0
An End-to-End Deep Learning Architecture for Graph ClassificationCode0
Dense Adaptive Cascade Forest: A Self Adaptive Deep Ensemble for Classification Problems—0
Local Learning with Deep and Handcrafted Features for Facial Expression Recognition—0
SHADE: Information Based Regularization for Deep Learning—0
A Cost-Sensitive Deep Belief Network for Imbalanced Classification—0
Data science is science's second chance to get causal inference right: A classification of data science tasks—0
Classification of Malware by Using Structural Entropy on Convolutional Neural NetworksCode0
k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks—0
Joint Shape Representation and Classification for Detecting PDAC—0
Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir—0
Automatic classification of trees using a UAV onboard camera and deep learning—0
Stacked U-Nets: A No-Frills Approach to Natural Image SegmentationCode0
Negative Log Likelihood Ratio Loss for Deep Neural Network Classification—0
Hierarchical Attention Transfer Network for Cross-Domain Sentiment ClassificationCode0
fMRI: preprocessing, classification and pattern recognition—0
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification—0
IamNN: Iterative and Adaptive Mobile Neural Network for Efficient Image Classification—0
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensemblesCode0
BEST : A decision tree algorithm that handles missing values—0
On deep speaker embeddings for text-independent speaker recognition—0
Optimal-margin evolutionary classifierCode0
Machine Learning pipeline for discovering neuroimaging-based biomarkers in neurology and psychiatry—0
Visual Data Synthesis via GAN for Zero-Shot Video Classification—0
Recommending Outfits from Personal Closet—0
Revealing patterns in HIV viral load data and classifying patients via a novel machine learning cluster summarization methodCode0
Progressive Neural Networks for Image Classification—0
RULLS: Randomized Union of Locally Linear Subspaces for Feature Engineering—0
Dynamic Few-Shot Visual Learning without ForgettingCode1
Learnable Histogram: Statistical Context Features for Deep Neural Networks—0
Improved Classification Based on Deep Belief Networks—0
Charades-Ego: A Large-Scale Dataset of Paired Third and First Person Videos—0
Recent Progresses in Deep Learning based Acoustic Models (Updated)—0
On the effectiveness of task granularity for transfer learningCode1
Opening the black box of neural nets: case studies in stop/top discrimination—0
SIRIUS-LTG-UiO at SemEval-2018 Task 7: Convolutional Neural Networks with Shortest Dependency Paths for Semantic Relation Extraction and Classification in Scientific Papers—0
Assessment of Deep Convolutional Neural Networks for Road Surface Classification—0
A Report on the Complex Word Identification Shared Task 2018—0
Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps—0
ECO: Efficient Convolutional Network for Online Video UnderstandingCode0
Genesis of Basic and Multi-Layer Echo State Network Recurrent Autoencoders for Efficient Data Representations—0
Convolutional capsule network for classification of breast cancer histology images—0
Deep Semantic Hashing with Generative Adversarial Networks—0
Multi-scale prediction for robust hand detection and classification—0
Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network EmbeddingCode0
QSAR Classification Modeling for Bioactivity of Molecular Structure via SPL-Logsum—0
Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified