SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4401–4425 of 14581 papers

TitleStatusHype
Fair Adversarial Gradient Tree BoostingCode0
A Hierarchy of Graph Neural Networks Based on Learnable Local Features—0
A Capsule Network-based Model for Learning Node EmbeddingsCode0
Generating an Explainable ECG Beat Space With Variational Auto-Encoders—0
Random Projections of Mel-Spectrograms as Low-Level Features for Automatic Music Genre Classification—0
Segment Relevance Estimation for Audio Analysis and Weakly-Labelled Classification—0
Robust and Fast Automatic Modulation Classification with CNN under Multipath Fading Channels—0
Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation NetworksCode0
Pose Guided Attention for Multi-label Fashion Image Classification—0
Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Performance of Gait Classifications Using Machine Learning—0
t-SS3: a text classifier with dynamic n-grams for early risk detection over text streamsCode0
Text classification with pixel embedding—0
Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo ClassificationCode0
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP EventsCode0
Simplifying Random Forests: On the Trade-off between Interpretability and Accuracy—0
r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News DetectionCode0
Improving BERT Fine-tuning with Embedding Normalization—0
Embedded Neural Networks for Robot AutonomyCode0
Learning to Few-Shot Learn Across Diverse Natural Language Classification TasksCode0
Can Monolingual Pretrained Models Help Cross-Lingual Classification?—0
HighwayGraph: Modelling Long-distance Node Relations for Improving General Graph Neural Network—0
Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting—0
Learning Strategy-Aware Linear Classifiers—0
Beyond Statistical Relations: Integrating Knowledge Relations into Style Correlations for Multi-Label Music Style ClassificationCode0
Improving Machine Reading Comprehension via Adversarial Training—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