https://github.com/I-wanna-be-AI/Dacon_seg
| Submit Date | Dice score (Submit) | Vali-Dice | model/encoder | loss function | optimizer | scheduler | 기타 |
|---|---|---|---|---|---|---|---|
| 2023-07-18 20:22:07 | 0.7241254062 | 0.84 | DeepLabV3 / resnet34 | DiceLoss | score 0.33 > 0.72 상승! | ||
| 2023-07-19 22:56:52 | 0.7613359226 | 0.864 | Unet++ / inceptionresnetv2 | DiceLoss | Adam | OneCycleLR | |
| 2023-07-20 10:43:08 | 0.7738999702 | 0.8648 | Unet++ / timm-efficientnet-b2 | DiceLoss | AdamW | OneCycleLR | |
| 2023-07-21 20:18:40 | 0.7945177128 | 0.8937 | Unet++ / inceptionresnetv2 | BCEWithLogitsLoss | AdamW | OneCycleLR | 60.2MB / lr=0.003 / img:=256 |