SOTAVerified

Fairness

Papers

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Showing 1611–1620 of 5676 papers

TitleStatusHype
Enhancing Trust in LLMs: Algorithms for Comparing and Interpreting LLMs—0
Efficient Gender Debiasing of Pre-trained Indic Language Models—0
Efficient k-means with Individual Fairness via Exponential Tilting—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning—0
Efficient Major Transition Exchange under Distributional and Dual Priority-respecting Constraints—0
Converging Radar and Communications in the Superposition Transmission—0
Efficient Model-Agnostic Multi-Group Equivariant Networks—0
A Survey of Out-of-distribution Generalization for Graph Machine Learning from a Causal View—0
Convergence-Privacy-Fairness Trade-Off in Personalized Federated 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