Instance Segmentation on Biwako
7.38mAPPlankFormer
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PlankFormerBackbone=ViT-Large, Pretrain=MAE2026.04 | 7.38 | 17.49 | 5.36 | 7.83 | 23.4 | |
| Mask R-CNNBackbone=ResNet-50, Pretrain=—2026.04 | 5.38 | 9.86 | 5.46 | 4.96 | 10.65 | |
| BaselineBackbone=ViT-Large, Pretrain=UrFound2026.04 | 4.42 | 10.79 | 0.16 | 3.53 | 31.11 | |
| BaselineBackbone=ViT-Large, Pretrain=—2026.04 | 4.4 | 10.45 | 5.56 | 2.77 | 23 | |
| BaselineBackbone=ViT-Large, Pretrain=MoCo2026.04 | 4.36 | 10.22 | 1.25 | 2.28 | 31.36 | |
| BaselineBackbone=ViT-Large, Pretrain=Classification2026.04 | 3.64 | 11.09 | 0.89 | 2.93 | 17.98 | |
| Mask2FormerBackbone=ResNet-50, Pretrain=—2026.04 | 1.7 | 4.17 | 0.4 | 1.04 | 22.87 |