A2MIM (ResNet-50 2x)

Reported on 6 benchmarks across 6 tasks · 1 paper

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

Methodology4 results

3DonCOCO test-dev
box mAP· 2022-05-27
39.8
best: 66 (Co-DETR)
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN arXiv:2205.13943
2D ClassificationonCOCO test-dev
box mAP· 2022-05-27
39.8
best: 66 (Co-DETR)
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN arXiv:2205.13943
2D Object DetectiononCOCO test-dev
box mAP· 2022-05-27
39.8
best: 66 (Co-DETR)
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN arXiv:2205.13943
16konCOCO test-dev
box mAP· 2022-05-27
39.8
best: 66 (Co-DETR)
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN arXiv:2205.13943

Computer Vision2 results

Object DetectiononCOCO test-dev
box mAP· 2022-05-27
39.8
best: 66 (Co-DETR)
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN arXiv:2205.13943
Instance SegmentationonCOCO test-dev
mask AP· 2022-05-27
34.9
best: 57.1 (Co-DETR)
Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN arXiv:2205.13943