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Models/F2M

F2M

Reported on 8 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology8 results

  • Continual Learningonmini-Imagenet
    Last Accuracy · 2021-10-30
    47.84
    best: 96.24 (CoACT)
    SOTA
    Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat MinimaarXiv:2111.01549
  • Class Incremental Learningonmini-Imagenet
    Last Accuracy · 2021-10-30
    47.84
    best: 96.24 (CoACT)
    SOTA
    Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat MinimaarXiv:2111.01549
  • Continual LearningonCIFAR-100
    Average Accuracy· 2021-10-30
    53.69
    best: 88.08 (PriViLege)
    Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat MinimaarXiv:2111.01549
  • Continual LearningonCIFAR-100
    Last Accuracy· 2021-10-30
    44.65
    best: 86.06 (PriViLege)
    Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat MinimaarXiv:2111.01549
  • Continual Learningonmini-Imagenet
    Average Accuracy· 2021-10-30
    54.89
    best: 95.27 (PriViLege)
    Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat MinimaarXiv:2111.01549
  • Class Incremental LearningonCIFAR-100
    Average Accuracy· 2021-10-30
    53.69
    best: 88.08 (PriViLege)
    Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat MinimaarXiv:2111.01549
  • Class Incremental LearningonCIFAR-100
    Last Accuracy· 2021-10-30
    44.65
    best: 86.06 (PriViLege)
    Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat MinimaarXiv:2111.01549
  • Class Incremental Learningonmini-Imagenet
    Average Accuracy· 2021-10-30
    54.89
    best: 95.27 (PriViLege)
    Overcoming Catastrophic Forgetting in Incremental Few-Shot Learning by Finding Flat MinimaarXiv:2111.01549