Binary Image Segmentation on CUB-200 2011 (test)
91.2IoUYOLOv11 + SAM 2.1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| YOLOv11 + SAM 2.1Training Protocol=Det.2026.02 | 91.2 | 95.4 | 95.3 | |
| SegFormer-B2Training Protocol=Full2026.02 | 84.2 | 91.3 | 91.2 | |
| GD-1.5 + SAM 2.1Training Protocol=None2026.02 | 83.1 | 90.7 | 90.6 | |
| DeepLabv3+Training Protocol=Full2026.02 | 74.2 | 85.1 | 84.9 | |
| SAM 1 (box)Training Protocol=None2026.02 | 74.1 | 85.1 | 84.9 | |
| Mask R-CNNTraining Protocol=Full2026.02 | 72.4 | 83.8 | 83.5 | |
| U-NetTraining Protocol=Full2026.02 | 68.1 | 81.1 | 81 | |
| ResNet50+decoderTraining Protocol=Full2026.02 | 62.2 | 76.7 | 76.6 |