SOTAVerified

Fairness

Papers

Showing 6170 of 5676 papers

TitleStatusHype
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language ModelsCode2
COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence ActCode2
Adversarial attacks and defenses in explainable artificial intelligence: A surveyCode2
Debiasing Multimodal Large Language ModelsCode2
LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language ModelsCode2
CLAIMED, a visual and scalable component library for Trusted AICode2
Coswara: A respiratory sounds and symptoms dataset for remote screening of SARS-CoV-2 infectionCode2
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness BenchmarkCode2
Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New BenchmarkCode1
CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation FrameworkCode1
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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