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Models/LIFT (ViT-L/14)

LIFT (ViT-L/14)

Reported on 10 benchmarks across 5 tasks · 1 paper · 10 SOTA

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

Methodology6 results

  • Generalized Few-Shot ClassificationonPlaces-LT
    Top-1 Accuracy· 2023-09-18
    53.7
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019
  • Generalized Few-Shot ClassificationonImageNet-LT
    Top-1 Accuracy· 2023-09-18
    82.9
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019
  • Long-tail LearningonPlaces-LT
    Top-1 Accuracy· 2023-09-18
    53.7
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019
  • Long-tail LearningonImageNet-LT
    Top-1 Accuracy· 2023-09-18
    82.9
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019
  • Generalized Few-Shot LearningonPlaces-LT
    Top-1 Accuracy· 2023-09-18
    53.7
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019
  • Generalized Few-Shot LearningonImageNet-LT
    Top-1 Accuracy· 2023-09-18
    82.9
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019

Computer Vision4 results

  • Image ClassificationonPlaces-LT
    Top-1 Accuracy· 2023-09-18
    53.7
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019
  • Image ClassificationonImageNet-LT
    Top-1 Accuracy· 2023-09-18
    82.9
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019
  • Few-Shot Image ClassificationonPlaces-LT
    Top-1 Accuracy· 2023-09-18
    53.7
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019
  • Few-Shot Image ClassificationonImageNet-LT
    Top-1 Accuracy· 2023-09-18
    82.9
    SOTA
    Long-Tail Learning with Foundation Model: Heavy Fine-Tuning HurtsarXiv:2309.10019