SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2376–2400 of 14581 papers

TitleStatusHype
Interpretation of 3D CNNs for Brain MRI Data ClassificationCode1
Unsupervised Image Classification for Deep Representation LearningCode0
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced LossCode0
Adversarial Transfer of Pose Estimation Regression—0
Remote Sensing Image Scene Classification with Deep Neural Networks in JPEG 2000 Compressed Domain—0
Model family selection for classification using Neural Decision Trees—0
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19—0
Self-Supervised Prototypical Transfer Learning for Few-Shot ClassificationCode1
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy—0
Unified Representation Learning for Efficient Medical Image Analysis—0
Classifier uncertainty: evidence, potential impact, and probabilistic treatmentCode0
Semi-supervised time series classification method for quantum computing—0
Backdoor Attacks to Graph Neural NetworksCode1
An analytic theory of shallow networks dynamics for hinge loss classificationCode0
Frost filtered scale-invariant feature extraction and multilayer perceptron for hyperspectral image classification—0
Image classification in frequency domain with 2SReLU: a second harmonics superposition activation functionCode0
Uncertainty in Gradient Boosting via Ensembles—0
Tent: Fully Test-time Adaptation by Entropy MinimizationCode1
Class-Attentive Diffusion Network for Semi-Supervised ClassificationCode0
Task-agnostic Out-of-Distribution Detection Using Kernel Density EstimationCode0
Photometric Data-driven Classification of Type Ia Supernovae in the Open Supernova CatalogCode0
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
Towards Threshold Invariant Fair Classification—0
Tensor Decompositions in Recursive Neural Networks for Tree-Structured DataCode0
SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification—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