SOTAVerified

Fairness

Papers

Showing 31313140 of 5676 papers

TitleStatusHype
Causal Feature Selection for Algorithmic Fairness0
FairDD: Enhancing Fairness with domain-incremental learning in dermatological disease diagnosis0
FairDD: Fair Dataset Distillation via Synchronized Matching0
Fair Decision-Making for Food Inspections0
Fair Decision-making Under Uncertainty0
Fair Decision Rules for Binary Classification0
FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication0
Fair Diagnosis: Leveraging Causal Modeling to Mitigate Medical Bias0
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning0
Fair Differentially Private Federated Learning Framework0
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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