SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 3421–3430 of 14581 papers

TitleStatusHype
Resource-Frugal Classification and Analysis of Pathology Slides Using Image Entropy—0
Multi-Class Classification from Noisy-Similarity-Labeled Data—0
The Utility of General Domain Transfer Learning for Medical Language Tasks—0
Coresets for the Nearest-Neighbor Rule—0
CRL: Class Representative Learning for Image Classification—0
Manifold-based Test Generation for Image Classifiers—0
Extreme Classification via Adversarial Softmax ApproximationCode1
Automatic lesion segmentation and Pathological Myopia classification in fundus images—0
Graph-propagation based Correlation Learning for Weakly Supervised Fine-grained Image Classification—0
Accurate Stress Assessment based on functional Near Infrared Spectroscopy using Deep Learning Approach—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