SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1811–1820 of 14581 papers

TitleStatusHype
Task Calibration for Distributional Uncertainty in Few-Shot Classification—0
On Position Embeddings in BERT—0
On Single-environment Extrapolations in Graph Classification and Regression Tasks—0
TextTN: Probabilistic Encoding of Language on Tensor Network—0
Attacking Few-Shot Classifiers with Adversarial Support Sets—0
Uncertainty Calibration Error: A New Metric for Multi-Class Classification—0
A Near-Optimal Recipe for Debiasing Trained Machine Learning Models—0
Shuffle to Learn: Self-supervised learning from permutations via differentiable ranking—0
Context-Agnostic Learning Using Synthetic Data—0
Neural Pooling for Graph Neural Networks—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