SOTAVerified

Fairness

Papers

Showing 17511760 of 5676 papers

TitleStatusHype
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs0
EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition0
Causal Inference with Deep Causal Graphs0
Causal Inference under Data Restrictions0
Causal Inference Tools for a Better Evaluation of Machine Learning0
Are demographically invariant models and representations in medical imaging fair?0
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond0
Causal Inference for Recommendation: Foundations, Methods and Applications0
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization0
Causal foundations of bias, disparity and fairness0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86Unverified
21D-CSNNPredictive Equality (age)97.8Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96Unverified