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Models/DSRB

DSRB

Reported on 9 benchmarks across 3 tasks · 1 paper · 9 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 ClassificationonMS-COCO-2014
    Average mAP· 2022-05-26
    78.4
    best: 83.6 (DualCoOp+TaI-DPT)
    SOTA
    Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsarXiv:2205.13092
  • Multi-Label Image ClassificationonPASCAL VOC 2007
    Average mAP· 2022-05-26
    91.5
    best: 94.8 (DualCoOp+TaI-DPT)
    SOTA
    Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsarXiv:2205.13092
  • Multi-Label Image ClassificationonVisual Genome
    Average mAP· 2022-05-26
    46
    SOTA
    Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsarXiv:2205.13092
  • Image ClassificationonMS-COCO-2014
    Average mAP· 2022-05-26
    78.4
    best: 83.6 (DualCoOp+TaI-DPT)
    SOTA
    Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsarXiv:2205.13092
  • Image ClassificationonPASCAL VOC 2007
    Average mAP· 2022-05-26
    91.5
    best: 94.8 (DualCoOp+TaI-DPT)
    SOTA
    Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsarXiv:2205.13092
  • Image ClassificationonVisual Genome
    Average mAP· 2022-05-26
    46
    SOTA
    Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsarXiv:2205.13092

Methodology3 results

  • 2D ClassificationonMS-COCO-2014
    Average mAP· 2022-05-26
    78.4
    best: 83.6 (DualCoOp+TaI-DPT)
    SOTA
    Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsarXiv:2205.13092
  • 2D ClassificationonPASCAL VOC 2007
    Average mAP· 2022-05-26
    91.5
    best: 94.8 (DualCoOp+TaI-DPT)
    SOTA
    Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsarXiv:2205.13092
  • 2D ClassificationonVisual Genome
    Average mAP· 2022-05-26
    46
    SOTA
    Dual-Perspective Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial LabelsarXiv:2205.13092