Semantic Segmentation on MatSegNet
22.39Latency (ms)MatSegNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MatSegNetFLOPs (G)=62.93, Parameters (M)=24.44, Resolution=512 × 512, GPU=NVIDIA GeForce RTX 3050 Ti, Batch size=12023.12 | 22.39 | 44.64 | |
| U-NetFLOPs (G)=84.73, Parameters (M)=25.90, Resolution=512 × 512, GPU=NVIDIA GeForce RTX 3050 Ti, Batch size=12023.12 | 23.41 | 42.7 | |
| SegFormerFLOPs (G)=14.78, Parameters (M)=3.75, Resolution=512 × 512, GPU=NVIDIA GeForce RTX 3050 Ti, Batch size=12023.12 | 25.37 | 39.41 | |
| FPNFLOPs (G)=120.00, Parameters (M)=22.20, Resolution=512 × 512, GPU=NVIDIA GeForce RTX 3050 Ti, Batch size=12023.12 | 60.85 | 16.43 |