Smoke Segmentation on Hyperspectral Smoke Segmentation Dataset Large (test)
78.5F1 ScoreMoP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoPSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=11.4M, FLOPs=11.5G2026.02 | 78.5 | 65.15 | |
| ProtoSegSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=45.4M, FLOPs=42.4G2026.02 | 77.54 | 63.48 | |
| OCRNetSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=70.4M, FLOPs=162.6G2026.02 | 77.51 | 64.15 | |
| Deeplabv3+Setting=Accuracy-Oriented, Backbone Category=CNN-based, Params=43.6M, FLOPs=176.6G2026.02 | 77.5 | 64.91 | |
| FoSpSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=47.5M, FLOPs=49.2G2026.02 | 77.48 | 63.5 | |
| PSPNetSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=49.0M, FLOPs=178.9G2026.02 | 77.4 | 63.53 | |
| Mask2FormerSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=99.4M, FLOPs=208.2G2026.02 | 76.44 | 62.16 | |
| Trans-BVMSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=47.3M, FLOPs=185.2G2026.02 | 76.41 | 64.66 | |
| SegFormerSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=30.6M, FLOPs=44.7G2026.02 | 75.34 | 60.75 | |
| MoPSetting=Real-Time, Backbone Category=Transformer-based, Params=4.4M, FLOPs=7.3G2026.02 | 74.17 | 59.33 | |
| SegNeXtSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=48.9M, FLOPs=65.7G2026.02 | 73.92 | 59.37 | |
| Deeplabv3+Setting=Real-Time, Backbone Category=CNN-based, Params=15.2M, FLOPs=68.6G2026.02 | 73.12 | 58.1 | |
| FoSpSetting=Real-Time, Backbone Category=Transformer-based, Params=5.8M, FLOPs=23.1G2026.02 | 72.69 | 55.65 | |
| ProtoSegSetting=Real-Time, Backbone Category=Transformer-based, Params=4.5M, FLOPs=18.8G2026.02 | 72.49 | 55.37 | |
| PSPNetSetting=Real-Time, Backbone Category=CNN-based, Params=13.6M, FLOPs=53.0G2026.02 | 71.39 | 55.93 | |
| SegNeXtSetting=Real-Time, Backbone Category=CNN-based, Params=4.3M, FLOPs=6.4G2026.02 | 70.57 | 54.86 | |
| SegFormerSetting=Real-Time, Backbone Category=Transformer-based, Params=3.8M, FLOPs=6.9G2026.02 | 70.17 | 54.33 | |
| OCRNetSetting=Real-Time, Backbone Category=CNN-based, Params=12.1M, FLOPs=53.6G2026.02 | 69.47 | 54.52 |