SOTAVerified

Fairness

Papers

Showing 5175 of 5676 papers

TitleStatusHype
LEACE: Perfect linear concept erasure in closed formCode2
MVBench: A Comprehensive Multi-modal Video Understanding BenchmarkCode2
FreeVA: Offline MLLM as Training-Free Video AssistantCode2
A Prescription of Methodological Guidelines for Comparing Bio-inspired Optimization AlgorithmsCode2
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language ModelsCode2
Towards AI-Powered Video Assistant Referee System (VARS) for Association FootballCode2
FairDiff: Fair Segmentation with Point-Image DiffusionCode2
Fairness Evaluation for Uplift Modeling in the Absence of Ground TruthCode2
Graph Condensation: A SurveyCode2
Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound PropagationCode2
CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive ProgrammingCode2
Counterfactual Learning on Graphs: A SurveyCode2
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness BenchmarkCode2
COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence ActCode2
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
FairCLIP: Harnessing Fairness in Vision-Language LearningCode2
On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 OutlookCode2
Advanced Codebook Design for SCMA-aided NTNs With Randomly Distributed UsersCode1
Adversarial Attacks on Fairness of Graph Neural NetworksCode1
CFA: Class-wise Calibrated Fair Adversarial TrainingCode1
Adversarial Graph Embeddings for Fair Influence Maximization over Social NetworksCode1
Challenges in Automated Debiasing for Toxic Language DetectionCode1
Causal intersectionality for fair rankingCode1
Addressing Shortcomings in Fair Graph Learning Datasets: Towards a New BenchmarkCode1
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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