SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 651700 of 14581 papers

TitleStatusHype
A Self-Attention Network based Node Embedding ModelCode1
Fair and Optimal Classification via Post-ProcessingCode1
Adversarial examples for generative modelsCode1
Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute InformationCode1
c-lasso -- a Python package for constrained sparse and robust regression and classificationCode1
Association Graph Learning for Multi-Task Classification with Category ShiftsCode1
Fast Context Adaptation via Meta-LearningCode1
Fast Learning of Temporal Action Proposal via Dense Boundary GeneratorCode1
FastText.zip: Compressing text classification modelsCode1
FaultNet: A Deep Convolutional Neural Network for bearing fault classificationCode1
Feature Boosting, Suppression, and Diversification for Fine-Grained Visual ClassificationCode1
Adversarial Feature Augmentation and Normalization for Visual RecognitionCode1
Zero-Shot Semantic SegmentationCode1
Federated Transfer Learning for EEG Signal ClassificationCode1
Few-shot Classification via Adaptive AttentionCode1
Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task SamplingCode1
Few-Shot One-Class Classification via Meta-LearningCode1
Few-Shot Open-Set Recognition using Meta-LearningCode1
Few-shot Text Classification with Distributional SignaturesCode1
Induction Networks for Few-Shot Text ClassificationCode1
A Structured Self-attentive Sentence EmbeddingCode1
Asymmetric Loss For Multi-Label ClassificationCode1
Fine-grained Information Status Classification Using Discourse Context-Aware BERTCode1
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data CharacteristicCode1
A Survey of Deep Learning Techniques for Weed Detection from ImagesCode1
First Steps Toward Camera Model Identification with Convolutional Neural NetworksCode1
Classifying Breast Histopathology Images with a Ductal Instance-Oriented PipelineCode1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance SegmentationCode1
Adversarially-Trained Deep Nets Transfer Better: Illustration on Image ClassificationCode1
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image ClassificationCode1
Clipped Hyperbolic Classifiers Are Super-Hyperbolic ClassifiersCode1
Fruit Quality and Defect Image Classification with Conditional GAN Data AugmentationCode1
Classification with Valid and Adaptive CoverageCode1
A Computational Approach to Packet ClassificationCode1
A Survey on Text Classification: From Shallow to Deep LearningCode1
Atrial Fibrillation Detection and ECG Classification based on CNN-BiLSTMCode1
Attentional-Biased Stochastic Gradient DescentCode1
A Transformer-based Framework for Multivariate Time Series Representation LearningCode1
Adversarial Policy Gradient for Deep Learning Image AugmentationCode1
Optimized spiking neurons classify images with high accuracy through temporal coding with two spikesCode1
Classification of Large-Scale High-Resolution SAR Images with Deep Transfer LearningCode1
Generalized Few-Shot Video Classification with Video Retrieval and Feature GenerationCode1
Generalized Maximum Entropy for Supervised ClassificationCode1
Generating Representative Samples for Few-Shot ClassificationCode1
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image ClassificationCode1
Generative Classifiers as a Basis for Trustworthy Image ClassificationCode1
Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image ClassificationCode1
Gesture Recognition for Initiating Human-to-Robot HandoversCode1
A few filters are enough: Convolutional Neural Network for P300 DetectionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1Unverified
2RFAccuracy92.96Unverified
3CARTAccuracy92.82Unverified
4LDAAccuracy77.22Unverified
#ModelMetricClaimedVerifiedStatus
1XBNETAccuracy100Unverified
2MONT3Accuracy100Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified