SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 1045110500 of 14581 papers

TitleStatusHype
On Measuring and Quantifying Performance: Error Rates, Surrogate Loss, and an Example in SSL0
Do Convolutional Networks need to be Deep for Text Classification ?0
Large-scale Video Classification guided by Batch Normalized LSTM Translator0
Be Careful What You Backpropagate: A Case For Linear Output Activations & Gradient Boosting0
Influence of Resampling on Accuracy of Imbalanced Classification0
Elephant Search with Deep Learning for Microarray Data Analysis0
Multitask Learning for Fine-Grained Twitter Sentiment AnalysisCode0
Model Selection for Anomaly Detection0
Negative Sampling Improves Hypernymy Extraction Based on Projection LearningCode0
P-Tree ProgrammingCode0
Refining Raw Sentence Representations for Textual Entailment Recognition via AttentionCode0
Underwater object classification using scattering transform of sonar signals0
Hierarchical Deep Recurrent Architecture for Video UnderstandingCode0
A Brief Survey of Text Mining: Classification, Clustering and Extraction TechniquesCode0
Automatic Construction of Real-World Datasets for 3D Object Localization using Two Cameras0
A Generalized Recurrent Neural Architecture for Text Classification with Multi-Task Learning0
TAPAS: Two-pass Approximate Adaptive Sampling for Softmax0
PELESent: Cross-domain polarity classification using distant supervisionCode0
Integration of LiDAR and Hyperspectral Data for Land-cover Classification: A Case Study0
Few-Shot Learning Through an Information Retrieval Lens0
Deepest Neural Networks0
Detection of bimanual gestures everywhere: why it matters, what we need and what is missing0
Evaluating Social Networks Using Task-Focused Network Inference0
Automatic Classification of Bright Retinal Lesions via Deep Network FeaturesCode0
Deep Discrete Hashing with Self-supervised Pairwise LabelsCode0
A spatiotemporal model with visual attention for video classification0
Generative Adversarial Models for People Attribute Recognition in Surveillance0
CNN features are also great at unsupervised classificationCode0
Zero-Shot Deep Domain Adaptation0
Tensor-Train Recurrent Neural Networks for Video ClassificationCode0
Simple Classification using Binary Data0
The Influence of Feature Representation of Text on the Performance of Document Classification0
Multiple Range-Restricted Bidirectional Gated Recurrent Units with Attention for Relation Classification0
Wasserstein Distance Guided Representation Learning for Domain AdaptationCode0
Video Representation Learning and Latent Concept Mining for Large-scale Multi-label Video ClassificationCode0
A Deep Network with Visual Text Composition Behavior0
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits0
Aggregating Frame-level Features for Large-Scale Video Classification0
Kernel Scaling for Manifold Learning and Classification0
Deep Representation Learning with Part Loss for Person Re-Identification0
Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules0
Zero-Shot Fine-Grained Classification by Deep Feature Learning with Semantics0
Multilingual Hierarchical Attention Networks for Document ClassificationCode0
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile DevicesCode0
Robust Optimization for Non-Convex Objectives0
Regression Phalanxes0
Improving LSTM-CTC based ASR performance in domains with limited training dataCode0
Automated Problem Identification: Regression vs Classification via Evolutionary Deep NetworksCode0
Automatic Cardiac Disease Assessment on cine-MRI via Time-Series Segmentation and Domain Specific FeaturesCode0
Detection and Localization of Image Forgeries using Resampling Features and Deep LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1Unverified
2RFAccuracy92.96Unverified
3CARTAccuracy92.82Unverified
4LDAAccuracy77.22Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified
2XBNETAccuracy100Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified