SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1151–1200 of 14581 papers

TitleStatusHype
Is normalization indispensable for training deep neural network?Code1
Task-Oriented Feature DistillationCode1
Uncertainty-aware Self-training for Few-shot Text Classification—0
Graph Stochastic Neural Networks for Semi-supervised LearningCode1
Deep Diffusion-Invariant Wasserstein Distributional Classification—0
Instance-wise Feature Grouping—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
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Evolvability—0
Exploiting weakly supervised visual patterns to learn from partial annotations—0
OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification—0
Generalized Boosting—0
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological AttacksCode1
Statistical Guarantees of Distributed Nearest Neighbor Classification—0
Fairness with Overlapping Groups; a Probabilistic Perspective—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
FROCC: Fast Random projection-based One-Class Classification—0
BSNet: Bi-Similarity Network for Few-shot Fine-grained Image ClassificationCode1
ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity DiscoveryCode1
On Classifying the Effects of Policy Announcements on Volatility—0
A Role for Prior Knowledge in Statistical Classification of the Transition from MCI to Alzheimer's Disease—0
Multidimensional Persistence Module Classification via Lattice-Theoretic Convolutions—0
An Investigation of Language Model Interpretability via Sentence EditingCode0
Drone classification from RF fingerprints using deep residual nets—0
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels—0
Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images—0
General Multi-label Image Classification with TransformersCode1
Towards better heartbeat segmentation with deep learning classificationCode0
Data-Efficient Classification of Radio GalaxiesCode0
ClusterFace: Joint Clustering and Classification for Set-Based Face Recognition—0
Zero-Shot Audio Classification with Factored Linear and Nonlinear Acoustic-Semantic Projections—0
Correct block-design experiments mitigate temporal correlation bias in EEG classificationCode1
Delving Deep into Label SmoothingCode1
Contrastive Representation Learning for Whole Brain Cytoarchitectonic Mapping in Histological Human Brain Sections—0
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification ProblemsCode1
CRACT: Cascaded Regression-Align-Classification for Robust Visual Tracking—0
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption—0
Match Them Up: Visually Explainable Few-shot Image ClassificationCode1
Using Radiomics as Prior Knowledge for Thorax Disease Classification and Localization in Chest X-raysCode0
Deep-learning coupled with novel classification method to classify the urban environment of the developing world—0
Multiclass non-Adversarial Image Synthesis, with Application to Classification from Very Small Sample—0
Classification of Priorities Such That Deferred Acceptance is Obviously Strategyproof—0
Zero-Shot Audio Classification via Semantic Embeddings—0
Semi-supervised Gated Recurrent Neural Networks for Robotic Terrain ClassificationCode1
Mixture-based Feature Space Learning for Few-shot Image ClassificationCode1
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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