Smoke Segmentation on Hyperspectral Smoke Segmentation Dataset Small (test)
69.32F1 ScoreMoP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoPSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=11.4M, FLOPs=11.5G2026.02 | 69.32 | 54.56 | |
| FoSpSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=47.5M, FLOPs=49.2G2026.02 | 67.34 | 51.72 | |
| ProtoSegSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=45.4M, FLOPs=42.4G2026.02 | 66 | 51.27 | |
| SegFormerSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=30.6M, FLOPs=44.7G2026.02 | 64.99 | 48.95 | |
| SegNeXtSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=48.9M, FLOPs=65.7G2026.02 | 62.54 | 47.04 | |
| MoPSetting=Real-Time, Backbone Category=Transformer-based, Params=4.4M, FLOPs=7.3G2026.02 | 59.41 | 46.32 | |
| PSPNetSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=49.0M, FLOPs=178.9G2026.02 | 59.09 | 43.35 | |
| Trans-BVMSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=47.3M, FLOPs=185.2G2026.02 | 58.76 | 43.51 | |
| Deeplabv3+Setting=Accuracy-Oriented, Backbone Category=CNN-based, Params=43.6M, FLOPs=176.6G2026.02 | 57.78 | 41.56 | |
| Mask2FormerSetting=Accuracy-Oriented, Backbone Category=Transformer-based, Params=99.4M, FLOPs=208.2G2026.02 | 57.31 | 41.47 | |
| FoSpSetting=Real-Time, Backbone Category=Transformer-based, Params=5.8M, FLOPs=23.1G2026.02 | 56.9 | 40.4 | |
| ProtoSegSetting=Real-Time, Backbone Category=Transformer-based, Params=4.5M, FLOPs=18.8G2026.02 | 55.86 | 39.56 | |
| Deeplabv3+Setting=Real-Time, Backbone Category=CNN-based, Params=15.2M, FLOPs=68.6G2026.02 | 53.5 | 39.68 | |
| SegFormerSetting=Real-Time, Backbone Category=Transformer-based, Params=3.8M, FLOPs=6.9G2026.02 | 53.48 | 37.78 | |
| PSPNetSetting=Real-Time, Backbone Category=CNN-based, Params=13.6M, FLOPs=53.0G2026.02 | 49.32 | 35.87 | |
| OCRNetSetting=Accuracy-Oriented, Backbone Category=CNN-based, Params=70.4M, FLOPs=162.6G2026.02 | 48.27 | 37.58 | |
| SegNeXtSetting=Real-Time, Backbone Category=CNN-based, Params=4.3M, FLOPs=6.4G2026.02 | 48.24 | 33.17 | |
| OCRNetSetting=Real-Time, Backbone Category=CNN-based, Params=12.1M, FLOPs=53.6G2026.02 | 43.83 | 32.17 |