Semantic Segmentation on TrashCan 1.0 5 Epochs (test)
80.32mIoUDeepLabv3+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DeepLabv3+Fine-tuned=false, Epochs=52026.06 | 80.32 | 86.7 | 91.25 | |
| Fine-tuned SAM-ViT-HBackbone=ViT-H, Fine-tuned=true, Epochs=52026.06 | 78.88 | 82.76 | 87.38 | |
| Fine-tuned SAM-ViT-LBackbone=ViT-L, Fine-tuned=true, Epochs=52026.06 | 77.26 | 81.21 | 86.56 | |
| Fine-tuned SAM-ViT-BBackbone=ViT-B, Fine-tuned=true, Epochs=52026.06 | 76.91 | 80.81 | 85.04 | |
| SAM-ViT-HBackbone=ViT-H, Fine-tuned=false, Epochs=52026.06 | 66.43 | 73.3 | 78.08 | |
| SAM-ViT-LBackbone=ViT-L, Fine-tuned=false, Epochs=52026.06 | 63.38 | 71.7 | 75.98 | |
| SAM-ViT-BBackbone=ViT-B, Fine-tuned=false, Epochs=52026.06 | 62.87 | 71.2 | 74.3 |