SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 301–325 of 14581 papers

TitleStatusHype
Fair Attribute Classification through Latent Space De-biasingCode1
Few-Shot Classification with Feature Map Reconstruction NetworksCode1
Is normalization indispensable for training deep neural network?Code1
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological AttacksCode1
Task-Oriented Feature DistillationCode1
Graph Stochastic Neural Networks for Semi-supervised LearningCode1
How Can I Explain This to You? An Empirical Study of Deep Neural Network Explanation MethodsCode1
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video ClassificationCode1
Dynamic Image for 3D MRI Image Alzheimer's Disease ClassificationCode1
ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity DiscoveryCode1
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image ClassificationCode1
Deeper or Wider Networks of Point Clouds with Self-attention?Code1
General Multi-label Image Classification with TransformersCode1
Match Them Up: Visually Explainable Few-shot Image ClassificationCode1
Delving Deep into Label SmoothingCode1
Correct block-design experiments mitigate temporal correlation bias in EEG classificationCode1
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification ProblemsCode1
Semi-supervised Gated Recurrent Neural Networks for Robotic Terrain ClassificationCode1
Mixture-based Feature Space Learning for Few-shot Image ClassificationCode1
Search4Code: Code Search Intent Classification Using Weak SupervisionCode1
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time IntervalsCode1
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-AttentionCode1
KeepAugment: A Simple Information-Preserving Data Augmentation ApproachCode1
Boundary-sensitive Pre-training for Temporal Localization in VideosCode1
Dense Label Encoding for Boundary Discontinuity Free Rotation DetectionCode1
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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