Wildfire Segmentation on Wildfire Dataset (test)
65.34Latency (ms)TRT-Head
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TRT-Heademb_ch=32, Precision=FP16, Hardware=TensorRT, Resolution=224x224, Batch size=82026.05 | 65.34 | 64 | 69 | 0.52 | |
| DW-Res-Heademb_ch=32, Precision=FP16, Hardware=TensorRT, Resolution=224x224, Batch size=82026.05 | 90.56 | 66.1 | 70.1 | 1 | |
| HR-U-Net++depth=2, h=32, Precision=FP16, Hardware=TensorRT, Resolution=224x224, Batch size=82026.05 | 94.25 | 61 | 68 | 0.77 | |
| HR-U-Net++depth=3, h=32, Precision=FP16, Hardware=TensorRT, Resolution=224x224, Batch size=82026.05 | 97.53 | 63.5 | 69 | 1.62 | |
| DW-Res-Head + hr-refineemb_ch=32, Precision=FP16, Hardware=TensorRT, Resolution=224x224, Batch size=82026.05 | 98.01 | 67.7 | 73.2 | 1.1 | |
| HR-U-Net++depth=4, h=32, Precision=FP16, Hardware=TensorRT, Resolution=224x224, Batch size=82026.05 | 104.34 | 65 | 73 | 2.1 | |
| TRT-Heademb_ch=64, Precision=FP16, Hardware=TensorRT, Resolution=224x224, Batch size=82026.05 | 110.46 | 67.7 | 68.9 | 0.55 | |
| DW-Res-Heademb_ch=64, Precision=FP16, Hardware=TensorRT, Resolution=224x224, Batch size=82026.05 | 133.46 | 68.9 | 71.1 | 0.74 | |
| DW-Res-Head + hr-refineemb_ch=64, Precision=FP16, Hardware=TensorRT, Resolution=224x224, Batch size=82026.05 | 141 | 69.9 | 74.4 | 0.91 |