SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5801–5825 of 14581 papers

TitleStatusHype
MANIFOLDNET: A DEEP NEURAL NETWORK FOR MANIFOLD-VALUED DATA—0
The Expressive Power of Deep Neural Networks with Circulant Matrices—0
Localized random projections challenge benchmarks for bio-plausible deep learning—0
Unsupervised classification into unknown number of classes—0
Polar Prototype Networks—0
Graph Classification with Geometric Scattering—0
Improving machine classification using human uncertainty measurements—0
Gradient-based learning for F-measure and other performance metrics—0
CGNF: Conditional Graph Neural Fields—0
Classification in the dark using tactile exploration—0
An Information-Theoretic Metric of Transferability for Task Transfer LearningCode0
Contextual Recurrent Convolutional Model for Robust Visual Learning—0
Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification—0
Deep Ensemble Bayesian Active Learning : Adressing the Mode Collapse issue in Monte Carlo dropout via Ensembles—0
A unified theory of adaptive stochastic gradient descent as Bayesian filtering—0
Few-shot Classification on Graphs with Structural Regularized GCNs—0
DEEP GEOMETRICAL GRAPH CLASSIFICATION—0
Information Regularized Neural Networks—0
GEOMETRIC AUGMENTATION FOR ROBUST NEURAL NETWORK CLASSIFIERS—0
Dimensionality Reduction for Representing the Knowledge of Probabilistic Models—0
FAST OBJECT LOCALIZATION VIA SENSITIVITY ANALYSIS—0
Alignment Based Mathching Networks for One-Shot Classification and Open-Set Recognition—0
Graph Transformer—0
Filter Training and Maximum Response: Classification via Discerning—0
How Training Data Affect the Accuracy and Robustness of Neural Networks for Image 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
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified