SOTAVerified

Fairness

Papers

Showing 35313540 of 5676 papers

TitleStatusHype
The Impact of Persona-based Political Perspectives on Hateful Content Detection0
The Impact of Popularity Bias on Fairness and Calibration in Recommendation0
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look0
The implicit fairness criterion of unconstrained learning0
The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective0
The Impossibility of Fair LLMs0
The impossibility of "fairness": a generalized impossibility result for decisions0
The Impossibility Theorem of Machine Fairness -- A Causal Perspective0
The Incentives that Shape Behaviour0
The influence of missing data mechanisms and simple missing data handling techniques on 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