SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1151–1175 of 14581 papers

TitleStatusHype
Instance-wise Feature Grouping—0
Deep Diffusion-Invariant Wasserstein Distributional Classification—0
Uncertainty-aware Self-training for Few-shot Text Classification—0
Task-Oriented Feature DistillationCode1
Graph Stochastic Neural Networks for Semi-supervised LearningCode1
Is normalization indispensable for training deep neural network?Code1
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability—0
Exploiting weakly supervised visual patterns to learn from partial annotations—0
Statistical Guarantees of Distributed Nearest Neighbor Classification—0
Fairness with Overlapping Groups; a Probabilistic Perspective—0
Towards Convergence Rate Analysis of Random Forests for Classification—0
How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation MethodsCode1
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological AttacksCode1
Generalized Boosting—0
OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification—0
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case—0
Procode: the Swiss Multilingual Solution for Automatic Coding and Recoding of Occupations and Economic Activities—0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts—0
Dynamic Image for 3D MRI Image Alzheimer's Disease ClassificationCode1
Coarse-to-Fine Memory Matching for Joint Retrieval and ClassificationCode0
Deeper or Wider Networks of Point Clouds with Self-attention?Code1
ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity DiscoveryCode1
FROCC: Fast Random projection-based One-Class Classification—0
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image ClassificationCode1
On Classifying the Effects of Policy Announcements on Volatility—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