SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 926–950 of 14581 papers

TitleStatusHype
Neural Disjunctive Normal Form: Vertically Integrating Logic With Deep Learning For Classification—0
Energy-based Out-of-distribution Detection for Multi-label Classification—0
On Single-environment Extrapolations in Graph Classification and Regression Tasks—0
Learning from multiscale wavelet superpixels using GNN with spatially heterogeneous pooling—0
Recall Loss for Imbalanced Image Classification and Semantic SegmentationCode1
Near-Optimal Glimpse Sequences for Training Hard Attention Neural Networks—0
Contrastive Self-Supervised Learning of Global-Local Audio-Visual Representations—0
Certified robustness against physically-realizable patch attack via randomized cropping—0
AC-VAE: Learning Semantic Representation with VAE for Adaptive Clustering—0
A Near-Optimal Recipe for Debiasing Trained Machine Learning Models—0
Shuffle to Learn: Self-supervised learning from permutations via differentiable ranking—0
WordsWorth Scores for Attacking CNNs and LSTMs for Text Classification—0
Dual-Tree Wavelet Packet CNNs for Image Classification—0
Identifying the Sources of Uncertainty in Object Classification—0
Attention Based Joint Learning for Supervised Premature Ventricular Contraction Differentiation with Unsupervised Abnormal Beat Segmentation—0
Uncertainty-aware Active Learning for Optimal Bayesian Classifier—0
Attacking Few-Shot Classifiers with Adversarial Support Sets—0
More Side Information, Better Pruning: Shared-Label Classification as a Case Study—0
Uncertainty Calibration Error: A New Metric for Multi-Class Classification—0
Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray—0
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and ClassificationCode0
3D Human motion anticipation and classification—0
Similarity Classification of Public Transit StationsCode0
Unsupervised Label-aware Event Trigger and Argument Classification—0
Enhancing Pre-trained Language Model with Lexical Simplification—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