SOTAVerified

Partial Label Learning

Papers

Showing 1–10 of 85 papers

TitleStatusHype
PiCO+: Contrastive Label Disambiguation for Robust Partial Label LearningCode2
Leveraged Weighted Loss for Partial Label LearningCode1
CASS: Cross Architectural Self-Supervision for Medical Image AnalysisCode1
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label ConfigurationsCode1
Learning with Partial Labels from Semi-supervised PerspectiveCode1
IRNet: Iterative Refinement Network for Noisy Partial Label LearningCode1
Exploiting Class Activation Value for Partial-Label LearningCode1
Contrastive Label Disambiguation for Partial Label LearningCode1
CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep LearningCode1
Instance-Dependent Partial Label LearningCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CASSBalanced Multi-Class Accuracy0.73—Unverified
2CASSBalanced Multi-Class Accuracy0.65—Unverified
#ModelMetricClaimedVerifiedStatus
1ILLAccuracy70.77—Unverified
#ModelMetricClaimedVerifiedStatus
1ILLAccuracy75.31—Unverified
#ModelMetricClaimedVerifiedStatus
1ILLAccuracy74.58—Unverified
#ModelMetricClaimedVerifiedStatus
1ILLAccuracy74—Unverified
#ModelMetricClaimedVerifiedStatus
1ILLAccuracy96.37—Unverified
#ModelMetricClaimedVerifiedStatus
1ILLAccuracy96.26—Unverified
#ModelMetricClaimedVerifiedStatus
1ILLAccuracy95.91—Unverified
#ModelMetricClaimedVerifiedStatus
1DB-GAEAccuracy76.5—Unverified
#ModelMetricClaimedVerifiedStatus
1DB-GAEAccuracy90.3—Unverified