Semantic Segmentation on TACO 10 Epochs (test)
61.06mIoUFine-tuned SAM-ViT-H
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Fine-tuned SAM-ViT-HBackbone=ViT-H, Fine-tuned=true, Epochs=102026.06 | 61.06 | 71.59 | 73.54 | |
| Fine-tuned SAM-ViT-LBackbone=ViT-L, Fine-tuned=true, Epochs=102026.06 | 52.67 | 61.85 | 64.76 | |
| Fine-tuned SAM-ViT-BBackbone=ViT-B, Fine-tuned=true, Epochs=102026.06 | 50.4 | 60.41 | 63.2 | |
| SAM-ViT-HBackbone=ViT-H, Fine-tuned=false, Epochs=102026.06 | 46.29 | 65.85 | 59.4 | |
| SAM-ViT-LBackbone=ViT-L, Fine-tuned=false, Epochs=102026.06 | 41.33 | 53.06 | 55.25 | |
| SAM-ViT-BBackbone=ViT-B, Fine-tuned=false, Epochs=102026.06 | 40.25 | 51.9 | 53.21 | |
| DeepLabv3+Fine-tuned=false, Epochs=102026.06 | 29.19 | 44.86 | 33.21 |