SOTAVerified

Fairness

Papers

Showing 25212530 of 5676 papers

TitleStatusHype
Shedding light on underrepresentation and Sampling Bias in machine learning0
DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language ModelsCode0
A Systematic Literature Review on Client Selection in Federated Learning0
Reconciling Predictive and Statistical Parity: A Causal Approach0
Soft-prompt Tuning for Large Language Models to Evaluate Bias0
Migrate Demographic Group For Fair GNNs0
BeMap: Balanced Message Passing for Fair Graph Neural NetworkCode0
M^3Fair: Mitigating Bias in Healthcare Data through Multi-Level and Multi-Sensitive-Attribute Reweighting MethodCode0
ICON^2: Reliably Benchmarking Predictive Inequity in Object Detection0
LEACE: Perfect linear concept erasure in closed formCode2
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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