SOTAVerified

Fairness

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2801–2825 of 5676 papers

TitleStatusHype
Foundation Models Meet Visualizations: Challenges and Opportunities—0
Efficient and fair trading algorithms in market design environments—0
Fractional Top Trading Cycle on the Full Preference Domain—0
FRAMM: Fair Ranking with Missing Modalities for Clinical Trial Site Selection—0
FRAPPE: A Group Fairness Framework for Post-Processing Everything—0
Algorithm Design: A Fairness-Accuracy Frontier—0
A Data Envelopment Analysis Approach for Assessing Fairness in Resource Allocation: Application to Kidney Exchange Programs—0
Fair Wasserstein Coresets—0
FairWASP: Fast and Optimal Fair Wasserstein Pre-processing—0
FreqX: Analyze the Attribution Methods in Another Domain—0
FR-GAN: Fair and Robust Training—0
De-amplifying Bias from Differential Privacy in Language Model Fine-tuning—0
FROG: Fair Removal on Graphs—0
Auditing Predictive Models for Intersectional Biases—0
Fair-VPT: Fair Visual Prompt Tuning for Image Classification—0
From Data to Action: Charting A Data-Driven Path to Combat Antimicrobial Resistance—0
From Deception to Perception: The Surprising Benefits of Deepfakes for Detecting, Measuring, and Mitigating Bias—0
From Discrete to Continuous: Deep Fair Clustering With Transferable Representations—0
Dbias: Detecting biases and ensuring Fairness in news articles—0
Fair Visual Recognition via Intervention with Proxy Features—0
D-BIAS: A Causality-Based Human-in-the-Loop System for Tackling Algorithmic Bias—0
From Fair Decision Making to Social Equality—0
Auditing ICU Readmission Rates in an Clinical Database: An Analysis of Risk Factors and Clinical Outcomes—0
From Fairness to Truthfulness: Rethinking Data Valuation Design—0
Algorithmic Bias in Recidivism Prediction: A Causal Perspective—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