Smoke Segmentation on Hyperspectral Smoke Segmentation Dataset Total (test)
73.63F1 ScoreMoP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoPSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=11.4M, FLOPs=11.5G2026.02 | 73.63 | 59.21 | |
| FoSpSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=47.5M, FLOPs=49.2G2026.02 | 71.38 | 56.21 | |
| ProtoSegSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=45.4M, FLOPs=42.4G2026.02 | 71.15 | 56.11 | |
| Trans-BVMSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=47.3M, FLOPs=185.2G2026.02 | 69.44 | 54.8 | |
| Deeplabv3+Setting=Accuracy-Oriented, Backbone Category=CNN-based, Params=43.6M, FLOPs=176.6G2026.02 | 69.11 | 54.03 | |
| SegFormerSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=30.6M, FLOPs=44.7G2026.02 | 68.9 | 53.21 | |
| PSPNetSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=49.0M, FLOPs=178.9G2026.02 | 68.8 | 53.73 | |
| SegNeXtSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=48.9M, FLOPs=65.7G2026.02 | 68.72 | 53.57 | |
| MoPSetting=Real-Time, Backbone Category=Transformer-based, Params=4.4M, FLOPs=7.3G2026.02 | 68.13 | 53.84 | |
| Mask2FormerSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=99.4M, FLOPs=208.2G2026.02 | 67.34 | 51.94 | |
| ProtoSegSetting=Real-Time, Backbone Category=Transformer-based, Params=4.5M, FLOPs=18.8G2026.02 | 65.43 | 49.53 | |
| FoSpSetting=Real-Time, Backbone Category=Transformer-based, Params=5.8M, FLOPs=23.1G2026.02 | 64.99 | 48.97 | |
| OCRNetSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=70.4M, FLOPs=162.6G2026.02 | 64.2 | 51.08 | |
| Deeplabv3+Setting=Real-Time, Backbone Category=CNN-based, Params=15.2M, FLOPs=68.6G2026.02 | 62.92 | 47.82 | |
| SegFormerSetting=Real-Time, Backbone Category=Transformer-based, Params=3.8M, FLOPs=6.9G2026.02 | 62.87 | 46.84 | |
| PSPNetSetting=Real-Time, Backbone Category=CNN-based, Params=13.6M, FLOPs=53.0G2026.02 | 61.23 | 46.07 | |
| SegNeXtSetting=Real-Time, Backbone Category=CNN-based, Params=4.3M, FLOPs=6.4G2026.02 | 60.8 | 45.06 | |
| OCRNetSetting=Real-Time, Backbone Category=CNN-based, Params=12.1M, FLOPs=53.6G2026.02 | 59.26 | 46.2 |