SOTAVerified

Fairness

Papers

Showing 21912200 of 5676 papers

TitleStatusHype
Efficient Model-Agnostic Multi-Group Equivariant Networks0
Identifying and examining machine learning biases on Adult dataset0
Path To Gain Functional Transparency In Artificial Intelligence With Meaningful Explainability0
"Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models0
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference LettersCode1
The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features0
Fairness under Covariate Shift: Improving Fairness-Accuracy tradeoff with few Unlabeled Test SamplesCode0
Mitigating stereotypical biases in text to image generative systems0
Positivity-free Policy Learning with Observational DataCode0
Fair Classifiers that Abstain without Harm0
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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