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Models/ResNet-101

ResNet-101

Reported on 12 benchmarks across 5 tasks · 2 papers · 3 SOTA

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

Computer Vision5 results

  • Image ClassificationonOmniBenchmark
    Average Top-1 Accuracy· 2015-12-10
    37.4
    best: 47.6 (NOAH-ViTB/16)
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • Image ClassificationonImageNet
    GFLOPs· 2015-12-10
    7.6
    best: 1478 (InternImage-H)
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • Domain GeneralizationonVizWiz-Classification
    Accuracy - All Images· 2015-12-10
    46.3
    best: 57.2 (VOLO-D5)
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • Domain GeneralizationonVizWiz-Classification
    Accuracy - Clean Images· 2015-12-10
    50.1
    best: 450 (ViT-8/B-224)
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • Domain GeneralizationonVizWiz-Classification
    Accuracy - Corrupted Images· 2015-12-10
    40.5
    best: 51.8 (VOLO-D5)
    Deep Residual Learning for Image RecognitionarXiv:1512.03385

Methodology3 results

  • Domain AdaptationonVizWiz-Classification
    Accuracy - All Images· 2015-12-10
    46.3
    best: 57.2 (VOLO-D5)
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • Domain AdaptationonVizWiz-Classification
    Accuracy - Clean Images· 2015-12-10
    50.1
    best: 450 (ViT-8/B-224)
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • Domain AdaptationonVizWiz-Classification
    Accuracy - Corrupted Images· 2015-12-10
    40.5
    best: 51.8 (VOLO-D5)
    Deep Residual Learning for Image RecognitionarXiv:1512.03385

Medical2 results

  • Semantic SegmentationonDADA-seg
    mIoU· 2015-12-10
    23.6
    best: 46.97 (MMUDA)
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • Semantic SegmentationonPASCAL VOC 2012 val
    Mean IoU· 2020-07-03
    66.2
    best: 83.4 (SemPLeS (Swin-L))
    Mining Cross-Image Semantics for Weakly Supervised Semantic SegmentationarXiv:2007.01947

Audio2 results

  • 10-shot image generationonDADA-seg
    mIoU· 2015-12-10
    23.6
    best: 46.97 (MMUDA)
    SOTA
    Deep Residual Learning for Image RecognitionarXiv:1512.03385
  • 10-shot image generationonPASCAL VOC 2012 val
    Mean IoU· 2020-07-03
    66.2
    best: 83.4 (SemPLeS (Swin-L))
    Mining Cross-Image Semantics for Weakly Supervised Semantic SegmentationarXiv:2007.01947