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Models/HST

HST

Reported on 9 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision6 results

  • Multi-Label Image ClassificationonPASCAL VOC 2007
    Average mAP· 2022-05-23
    90.9
    best: 94.8 (DualCoOp+TaI-DPT)
    SOTA
    Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsarXiv:2205.11131
  • Image ClassificationonPASCAL VOC 2007
    Average mAP· 2022-05-23
    90.9
    best: 94.8 (DualCoOp+TaI-DPT)
    SOTA
    Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsarXiv:2205.11131
  • Multi-Label Image ClassificationonMS-COCO-2014
    Average mAP· 2022-05-23
    77.9
    best: 83.6 (DualCoOp+TaI-DPT)
    Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsarXiv:2205.11131
  • Multi-Label Image ClassificationonVisual Genome
    Average mAP· 2022-05-23
    44.8
    best: 46 (DSRB)
    Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsarXiv:2205.11131
  • Image ClassificationonMS-COCO-2014
    Average mAP· 2022-05-23
    77.9
    best: 83.6 (DualCoOp+TaI-DPT)
    Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsarXiv:2205.11131
  • Image ClassificationonVisual Genome
    Average mAP· 2022-05-23
    44.8
    best: 46 (DSRB)
    Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsarXiv:2205.11131

Methodology3 results

  • 2D ClassificationonPASCAL VOC 2007
    Average mAP· 2022-05-23
    90.9
    best: 94.8 (DualCoOp+TaI-DPT)
    SOTA
    Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsarXiv:2205.11131
  • 2D ClassificationonMS-COCO-2014
    Average mAP· 2022-05-23
    77.9
    best: 83.6 (DualCoOp+TaI-DPT)
    Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsarXiv:2205.11131
  • 2D ClassificationonVisual Genome
    Average mAP· 2022-05-23
    44.8
    best: 46 (DSRB)
    Heterogeneous Semantic Transfer for Multi-label Recognition with Partial LabelsarXiv:2205.11131