SOTAVerified

Fairness

Papers

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Showing 1301–1325 of 5676 papers

TitleStatusHype
AI Data Readiness Inspector (AIDRIN) for Quantitative Assessment of Data Readiness for AI—0
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing—0
Fairpriori: Improving Biased Subgroup Discovery for Deep Neural Network Fairness—0
Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and PromptsCode0
X-ray Made Simple: Lay Radiology Report Generation and Robust EvaluationCode0
Mind the Graph When Balancing Data for Fairness or Robustness—0
Performative Debias with Fair-exposure Optimization Driven by Strategic Agents in Recommender Systems—0
Unbiasing on the Fly: Explanation-Guided Human Oversight of Machine Learning System Decisions—0
Achieving Fairness Across Local and Global Models in Federated Learning—0
Toward Fairer Face Recognition Datasets—0
Addressing Polarization and Unfairness in Performative Prediction—0
Efficient k-means with Individual Fairness via Exponential Tilting—0
Hacking a surrogate model approach to XAI—0
Inducing Group Fairness in Prompt-Based Language Model Decisions—0
Cherry on the Cake: Fairness is NOT an Optimization Problem—0
Semi-Variance Reduction for Fair Federated Learning—0
Fair Clustering: Critique, Caveats, and Future Directions—0
PI-Whisper: Designing an Adaptive and Incremental Automatic Speech Recognition System for Edge Devices—0
Pareto-Optimal Learning from Preferences with Hidden Context—0
TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation LearningCode2
A Unified Framework for Input Feature Attribution Analysis—0
Full-Scale Indexing and Semantic Annotation of CT Imaging: Boosting FAIRness—0
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K TokensCode1
Rate-Splitting Multiple Access for Overloaded Multi-group Multicast: A First Experimental Study—0
I don't trust you (anymore)! -- The effect of students' LLM use on Lecturer-Student-Trust in Higher Education—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