SOTAVerified

Feature Importance

Papers

Showing 201210 of 890 papers

TitleStatusHype
A novel post-hoc explanation comparison metric and applicationsCode0
A Benchmark for Interpretability Methods in Deep Neural NetworksCode0
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded ApproachCode0
Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative ModelsCode0
Evaluating Model Explanations without Ground TruthCode0
Exclusion and Inclusion -- A model agnostic approach to feature importance in DNNsCode0
EPIC: Explanation of Pretrained Image Classification Networks via PrototypeCode0
A Guide to Feature Importance Methods for Scientific InferenceCode0
AutoAtlas: Neural Network for 3D Unsupervised Partitioning and Representation LearningCode0
eSports Pro-Players Behavior During the Game Events: Statistical Analysis of Data Obtained Using the Smart ChairCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Garson Variable ImportancePearson Correlation0.76Unverified
2VarImpVIANNPearson Correlation0.76Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.6Unverified
2Garson Variable ImportancePearson Correlation0.22Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.86Unverified
2Garson Variable ImportancePearson Correlation0.64Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.83Unverified
2Garson Variable ImportancePearson Correlation0.6Unverified
#ModelMetricClaimedVerifiedStatus
1VarImpVIANNPearson Correlation0.9Unverified
2Garson Variable ImportancePearson Correlation0.73Unverified
#ModelMetricClaimedVerifiedStatus
1Garson Variable ImportancePearson Correlation0.74Unverified
2VarImpVIANNPearson Correlation0.41Unverified