SOTAVerified

Fairness

Papers

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Showing 3511–3520 of 5676 papers

TitleStatusHype
The Fairness Fair: Bringing Human Perception into Collective Decision-Making—0
The Fairness Field Guide: Perspectives from Social and Formal Sciences—0
The Fairness of Credit Scoring Models—0
The Fairness of Machine Learning in Insurance: New Rags for an Old Man?—0
The Fairness-Quality Trade-off in Clustering—0
The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning—0
The Flawed Foundations of Fair Machine Learning—0
The four-fifths rule is not disparate impact: a woeful tale of epistemic trespassing in algorithmic fairness—0
The Frontiers of Fairness in Machine Learning—0
The Golden Rule as a Heuristic to Measure the Fairness of Texts Using Machine Learning—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

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