Terrain Segmentation on 374 Labeled Campus Images
78.6mIoUYOLO-v11n-seg (Ours)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| YOLO-v11n-seg (Ours)Hardware=Intel Core Ultra 9 285K CPU, NVIDIA GeForce RTX 5070 GPU2025.09 | 78.6 | 45.1 | 85.4 | 119 | |
| G-DINO + FastSAMHardware=Intel Core Ultra 9 285K CPU, NVIDIA GeForce RTX 5070 GPU2025.09 | 56.8 | 15.9 | 62.4 | 5.41 | |
| YOLOE-v11s-segHardware=Intel Core Ultra 9 285K CPU, NVIDIA GeForce RTX 5070 GPU2025.09 | 51.2 | 31.4 | 61.1 | 102 | |
| CLIP-DINOiserHardware=Intel Core Ultra 9 285K CPU, NVIDIA GeForce RTX 5070 GPU2025.09 | 49.8 | 15.7 | 59.3 | 4.72 | |
| FastSAM + CLIPHardware=Intel Core Ultra 9 285K CPU, NVIDIA GeForce RTX 5070 GPU2025.09 | 25.7 | 18.6 | 37.8 | 1.18 |