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Models/OLTR(ResNet-50)

OLTR(ResNet-50)

Reported on 10 benchmarks across 5 tasks · 1 paper

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

Methodology6 results

  • Generalized Few-Shot ClassificationonCOCO-MLT
    Average mAP· 2019-04-10
    45.83
    best: 66.19 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160
  • Generalized Few-Shot ClassificationonVOC-MLT
    Average mAP· 2019-04-10
    71.02
    best: 87.88 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160
  • Long-tail LearningonCOCO-MLT
    Average mAP· 2019-04-10
    45.83
    best: 66.19 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160
  • Long-tail LearningonVOC-MLT
    Average mAP· 2019-04-10
    71.02
    best: 87.88 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160
  • Generalized Few-Shot LearningonCOCO-MLT
    Average mAP· 2019-04-10
    45.83
    best: 66.19 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160
  • Generalized Few-Shot LearningonVOC-MLT
    Average mAP· 2019-04-10
    71.02
    best: 87.88 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160

Computer Vision4 results

  • Image ClassificationonCOCO-MLT
    Average mAP· 2019-04-10
    45.83
    best: 66.19 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160
  • Image ClassificationonVOC-MLT
    Average mAP· 2019-04-10
    71.02
    best: 87.88 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160
  • Few-Shot Image ClassificationonCOCO-MLT
    Average mAP· 2019-04-10
    45.83
    best: 66.19 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160
  • Few-Shot Image ClassificationonVOC-MLT
    Average mAP· 2019-04-10
    71.02
    best: 87.88 (LMPT(ViT-B/16))
    Large-Scale Long-Tailed Recognition in an Open WorldarXiv:1904.05160