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Models/FD-SwinV2-G

FD-SwinV2-G

Reported on 12 benchmarks across 8 tasks · 1 paper · 4 SOTA

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
64.2
best: 66 (Co-DETR)
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141
2D ClassificationonCOCO test-dev
box mAP· 2022-05-27
64.2
best: 66 (Co-DETR)
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141
2D Object DetectiononCOCO test-dev
box mAP· 2022-05-27
64.2
best: 66 (Co-DETR)
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141
16konCOCO test-dev
box mAP· 2022-05-27
64.2
best: 66 (Co-DETR)
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141

Medical3 results

Semantic SegmentationonADE20K val
mIoU· uses extra data· 2022-05-27
61.4
best: 62.8 (BEiT-3)
SOTA
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141
Semantic SegmentationonADE20K
Params (M)· 2022-05-27
3000
SOTA
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141
Semantic SegmentationonADE20K
Validation mIoU· 2022-05-27
61.4
best: 63.6 (ViT-P (InternImage-H))
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141

Audio3 results

10-shot image generationonADE20K val
mIoU· uses extra data· 2022-05-27
61.4
best: 62.8 (BEiT-3)
SOTA
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141
10-shot image generationonADE20K
Params (M)· 2022-05-27
3000
SOTA
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141
10-shot image generationonADE20K
Validation mIoU· 2022-05-27
61.4
best: 63.6 (ViT-P (InternImage-H))
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141

Computer Vision2 results

Object DetectiononCOCO test-dev
box mAP· 2022-05-27
64.2
best: 66 (Co-DETR)
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141
Instance SegmentationonCOCO test-dev
mask AP· uses extra data· 2022-05-27
55.4
best: 57.1 (Co-DETR)
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation arXiv:2205.14141