SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 901–925 of 14581 papers

TitleStatusHype
Graph Pooling by Edge Cut—0
Asynchronous Modeling: A Dual-phase Perspective for Long-Tailed Recognition—0
Auto-view contrastive learning for few-shot image recognition—0
Neural Pooling for Graph Neural Networks—0
One-class Classification Robust to Geometric Transformation—0
Buffer Zone based Defense against Adversarial Examples in Image Classification—0
Distribution Embedding Network for Meta-Learning with Variable-Length Input—0
Graph Structural Aggregation for Explainable Learning—0
Bayesian Metric Learning for Robust Training of Deep Models under Noisy Labels—0
FASG: Feature Aggregation Self-training GCN for Semi-supervised Node Classification—0
Cluster & Tune: Enhance BERT Performance in Low Resource Text Classification—0
On Position Embeddings in BERT—0
On Single-environment Extrapolations in Graph Classification and Regression Tasks—0
Provably robust classification of adversarial examples with detectionCode0
Graph-Graph Similarity Network—0
Demystifying Loss Functions for Classification—0
Energy-based Out-of-distribution Detection for Multi-label Classification—0
On Self-Supervised Image Representations for GAN Evaluation—0
TextTN: Probabilistic Encoding of Language on Tensor Network—0
Modeling Human Development: Effects of Blurred Vision on Category Learning in CNNs—0
Quantifying Task Complexity Through Generalized Information Measures—0
Recall Loss for Imbalanced Image Classification and Semantic SegmentationCode1
Consistent Instance Classification for Unsupervised Representation Learning—0
Exploring the Uncertainty Properties of Neural Networks’ Implicit Priors in the Infinite-Width Limit—0
Context-Agnostic Learning Using Synthetic Data—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