SOTAVerified

Fairness

Papers

Showing 191200 of 5676 papers

TitleStatusHype
Achieving Fairness Through Channel Pruning for Dermatological Disease DiagnosisCode1
Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate PairsCode1
Fairness in Large Language Models in Three HoursCode1
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from ListsCode1
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine LearningCode1
EvalRS 2023. Well-Rounded Recommender Systems For Real-World DeploymentsCode1
SPPL: Probabilistic Programming with Fast Exact Symbolic InferenceCode1
Environment Inference for Invariant LearningCode1
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLPCode1
Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed UsersCode1
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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