SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 901–950 of 14581 papers

TitleStatusHype
FASG: Feature Aggregation Self-training GCN for Semi-supervised Node Classification—0
Distribution Embedding Network for Meta-Learning with Variable-Length Input—0
Auto-view contrastive learning for few-shot image recognition—0
One-class Classification Robust to Geometric Transformation—0
Bayesian Metric Learning for Robust Training of Deep Models under Noisy Labels—0
Learning Flexible Classifiers with Shot-CONditional Episodic (SCONE) Training—0
On Position Embeddings in BERT—0
Buffer Zone based Defense against Adversarial Examples in Image Classification—0
Graph Structural Aggregation for Explainable Learning—0
Out-of-Distribution Classification and Clustering—0
Graph Pooling by Edge Cut—0
Cluster & Tune: Enhance BERT Performance in Low Resource Text Classification—0
Consistent Instance Classification for Unsupervised Representation Learning—0
Exploring the Uncertainty Properties of Neural Networks’ Implicit Priors in the Infinite-Width Limit—0
Maximum Categorical Cross Entropy (MCCE): A noise-robust alternative loss function to mitigate racial bias in Convolutional Neural Networks (CNNs) by reducing overfitting—0
TextTN: Probabilistic Encoding of Language on Tensor Network—0
Graph-Graph Similarity Network—0
Demystifying Loss Functions for Classification—0
Aspect-based Sentiment Classification via Reinforcement Learning—0
Provably robust classification of adversarial examples with detectionCode0
FOC OSOD: Focus on Classification One-Shot Object Detection—0
Quantifying Task Complexity Through Generalized Information Measures—0
On Self-Supervised Image Representations for GAN Evaluation—0
Modeling Human Development: Effects of Blurred Vision on Category Learning in CNNs—0
Context-Agnostic Learning Using Synthetic Data—0
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
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