SOTAVerified

Fairness

Papers

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Showing 1691–1700 of 5676 papers

TitleStatusHype
X-ray Made Simple: Lay Radiology Report Generation and Robust EvaluationCode0
Hacking a surrogate model approach to XAI—0
Inducing Group Fairness in Prompt-Based Language Model Decisions—0
Efficient k-means with Individual Fairness via Exponential Tilting—0
Addressing Polarization and Unfairness in Performative Prediction—0
Achieving Fairness Across Local and Global Models in Federated Learning—0
Cherry on the Cake: Fairness is NOT an Optimization Problem—0
Toward Fairer Face Recognition Datasets—0
Semi-Variance Reduction for Fair Federated Learning—0
Fair Clustering: Critique, Caveats, and Future Directions—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