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Models/DisAlign

DisAlign

Reported on 10 benchmarks across 5 tasks · 1 paper · 5 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· 2021-03-30
    39.3
    best: 53.7 (LIFT (ViT-L/14))
    SOTA
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370
  • Long-tail LearningonPlaces-LT
    Top-1 Accuracy· 2021-03-30
    39.3
    best: 53.7 (LIFT (ViT-L/14))
    SOTA
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370
  • Generalized Few-Shot LearningonPlaces-LT
    Top-1 Accuracy· 2021-03-30
    39.3
    best: 53.7 (LIFT (ViT-L/14))
    SOTA
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370
  • Generalized Few-Shot ClassificationonImageNet-LT
    Top-1 Accuracy· 2021-03-30
    53.4
    best: 82.9 (LIFT (ViT-L/14))
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370
  • Long-tail LearningonImageNet-LT
    Top-1 Accuracy· 2021-03-30
    53.4
    best: 82.9 (LIFT (ViT-L/14))
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370
  • Generalized Few-Shot LearningonImageNet-LT
    Top-1 Accuracy· 2021-03-30
    53.4
    best: 82.9 (LIFT (ViT-L/14))
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370

Computer Vision4 results

  • Image ClassificationonPlaces-LT
    Top-1 Accuracy· 2021-03-30
    39.3
    best: 53.7 (LIFT (ViT-L/14))
    SOTA
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370
  • Few-Shot Image ClassificationonPlaces-LT
    Top-1 Accuracy· 2021-03-30
    39.3
    best: 53.7 (LIFT (ViT-L/14))
    SOTA
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370
  • Image ClassificationonImageNet-LT
    Top-1 Accuracy· 2021-03-30
    53.4
    best: 82.9 (LIFT (ViT-L/14))
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370
  • Few-Shot Image ClassificationonImageNet-LT
    Top-1 Accuracy· 2021-03-30
    53.4
    best: 82.9 (LIFT (ViT-L/14))
    Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionarXiv:2103.16370