SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2126–2150 of 14581 papers

TitleStatusHype
Adaptive Task Sampling for Meta-Learning—0
A Technical Report for VIPriors Image Classification Challenge—0
Understanding and Diagnosing Vulnerability under Adversarial Attacks—0
Impact of base dataset design on few-shot image classification—0
EPNet: Enhancing Point Features with Image Semantics for 3D Object DetectionCode1
Explanation-Guided Training for Cross-Domain Few-Shot ClassificationCode1
Training with reduced precision of a support vector machine model for text classification—0
Low-dimensional Interpretable Kernels with Conic Discriminant Functions for ClassificationCode0
Region-based Non-local Operation for Video ClassificationCode1
Self-Supervised Learning of Context-Aware Pitch Prosody Representations—0
Modern Hopfield Networks and Attention for Immune Repertoire ClassificationCode1
Large scale analysis of generalization error in learning using margin based classification methods—0
Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data AugmentationCode1
Conformal Rule-Based Multi-label Classification—0
Graph topology inference benchmarks for machine learningCode0
Layer-Wise Adaptive Updating for Few-Shot Image Classification—0
Camera Bias in a Fine Grained Classification Task—0
MTP: Multi-Task Pruning for Efficient Semantic Segmentation Networks—0
Leveraging the Self-Transition Probability of Ordinal Pattern Transition Graph for Transportation Mode ClassificationCode0
Presentation of a Recommender System with Ensemble Learning and Graph Embedding: A Case on MovieLens—0
Proof of Concept: Automatic Type Recognition—0
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs—0
Revisiting Data Complexity Metrics Based on Morphology for Overlap and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular Problems ProspectCode0
An Ensemble of Convolutional Neural Networks for Audio Classification—0
timeXplain -- A Framework for Explaining the Predictions of Time Series ClassifiersCode0
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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