Smoke Segmentation on MSSDataset Large
93.41F1 ScoreMoP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoPBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=15.1, Flops=13.92026.02 | 93.41 | 87.74 | |
| MoPBackbone Category=Transformer-based, Setting=Real-Time, Params=5.7, Flops=5.12026.02 | 93.24 | 87.7 | |
| PSPNetBackbone Category=CNN-based, Setting=Accuracy-Oriented, Params=49.0, Flops=178.52026.02 | 93.11 | 87.26 | |
| Deeplabv3+Backbone Category=CNN-based, Setting=Accuracy-Oriented, Params=70.4, Flops=161.82026.02 | 92.43 | 86.09 | |
| SegNeXtBackbone Category=CNN-based, Setting=Accuracy-Oriented, Params=45.3, Flops=41.42026.02 | 92.29 | 85.78 | |
| SegFormerBackbone Category=Transformer-based, Setting=Real-Time, Params=13.6, Flops=52.62026.02 | 92.06 | 86.36 | |
| PSPNetBackbone Category=CNN-based, Setting=Real-Time, Params=4.3, Flops=6.22026.02 | 92.02 | 85.82 | |
| Trans-BVMBackbone Category=CNN-based, Setting=Accuracy-Oriented, Params=43.4, Flops=176.22026.02 | 91.78 | 84.88 | |
| SegFormerBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=99.2, Flops=207.82026.02 | 91.52 | 84.44 | |
| FoSpBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=47.3, Flops=185.22026.02 | 91.45 | 84.34 | |
| OCRNetBackbone Category=CNN-based, Setting=Accuracy-Oriented, Params=48.9, Flops=65.32026.02 | 91.13 | 83.8 | |
| ProtoSegBackbone Category=Transformer-based, Setting=Real-Time, Params=4.4, Flops=18.22026.02 | 91.05 | 83.65 | |
| ProtoSegBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=47.5, Flops=49.22026.02 | 90.78 | 83.25 | |
| FoSpBackbone Category=Transformer-based, Setting=Real-Time, Params=15.2, Flops=68.42026.02 | 90.38 | 82.8 | |
| Mask2FormerBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=44.6, Flops=29.52026.02 | 90.33 | 82.52 | |
| SegNeXtBackbone Category=CNN-based, Setting=Real-Time, Params=5.8, Flops=22.92026.02 | 90.15 | 82.16 | |
| Deeplabv3+Backbone Category=CNN-based, Setting=Real-Time, Params=3.7, Flops=6.42026.02 | 89.89 | 81.77 | |
| OCRNetBackbone Category=CNN-based, Setting=Real-Time, Params=12.1, Flops=52.82026.02 | 87.97 | 79.23 |