SOTAVerified

Feature Importance

Papers

Showing 2650 of 890 papers

TitleStatusHype
Facial Expression Recognition in the Wild via Deep Attentive Center LossCode1
Feature Importance-aware Transferable Adversarial AttacksCode1
Feature Importance Explanations for Temporal Black-Box ModelsCode1
FiBiNET: Combining Feature Importance and Bilinear feature Interaction for Click-Through Rate PredictionCode1
fseval: A Benchmarking Framework for Feature Selection and Feature Ranking AlgorithmsCode1
Compressing Features for Learning with Noisy LabelsCode1
Benchmarking Deep Learning Interpretability in Time Series PredictionsCode1
A Unified Approach to Interpreting Model PredictionsCode1
CAFE-AD: Cross-Scenario Adaptive Feature Enhancement for Trajectory Planning in Autonomous DrivingCode1
CAFO: Feature-Centric Explanation on Time Series ClassificationCode1
agtboost: Adaptive and Automatic Gradient Tree Boosting ComputationsCode1
Calibrated Explanations: with Uncertainty Information and CounterfactualsCode1
Cards Against AI: Predicting Humor in a Fill-in-the-blank Party GameCode1
ControlBurn: Feature Selection by Sparse ForestsCode1
Counterfactual Shapley Additive ExplanationsCode1
Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the CloudCode1
Deep Learning for Gamma-Ray Bursts: A data driven event framework for X/Gamma-Ray analysis in space telescopesCode1
Discretized Integrated Gradients for Explaining Language ModelsCode1
Disentangled Attribution Curves for Interpreting Random Forests and Boosted TreesCode1
Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation ModelsCode1
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path AggregationCode1
A Matlab Toolbox for Feature Importance RankingCode1
Explainable Global Wildfire Prediction Models using Graph Neural NetworksCode1
Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic SegmentationCode1
CAFE: Towards Compact, Adaptive, and Fast Embedding for Large-scale Recommendation ModelsCode1
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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