Smoke Segmentation on MSSDataset (Total)
88.11F1 ScoreMoP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoPBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=15.1, Flops=13.92026.02 | 88.11 | 79.55 | |
| FoSpBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=47.3, Flops=185.22026.02 | 86.61 | 76.81 | |
| SegNeXtBackbone Category=CNN-based, Setting=Accuracy-Oriented, Params=45.3, Flops=41.42026.02 | 86.26 | 76.36 | |
| Trans-BVMBackbone Category=CNN-based, Setting=Accuracy-Oriented, Params=43.4, Flops=176.22026.02 | 86.19 | 76.26 | |
| SegFormerBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=99.2, Flops=207.82026.02 | 86.04 | 76 | |
| PSPNetBackbone Category=CNN-based, Setting=Accuracy-Oriented, Params=49.0, Flops=178.52026.02 | 85.51 | 76.91 | |
| ProtoSegBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=47.5, Flops=49.22026.02 | 85.48 | 75.14 | |
| OCRNetBackbone Category=CNN-based, Setting=Accuracy-Oriented, Params=48.9, Flops=65.32026.02 | 85.4 | 75.06 | |
| Mask2FormerBackbone Category=Transformer-based, Setting=Accuracy-Oriented, Params=44.6, Flops=29.52026.02 | 84.47 | 73.74 | |
| MoPBackbone Category=Transformer-based, Setting=Real-Time, Params=5.7, Flops=5.12026.02 | 83.9 | 74.45 | |
| Deeplabv3+Backbone Category=CNN-based, Setting=Accuracy-Oriented, Params=70.4, Flops=161.82026.02 | 83.72 | 73.85 | |
| OCRNetBackbone Category=CNN-based, Setting=Real-Time, Params=12.1, Flops=52.82026.02 | 82.8 | 72.12 | |
| SegFormerBackbone Category=Transformer-based, Setting=Real-Time, Params=13.6, Flops=52.62026.02 | 82.67 | 72.87 | |
| FoSpBackbone Category=Transformer-based, Setting=Real-Time, Params=15.2, Flops=68.42026.02 | 82.43 | 71.71 | |
| ProtoSegBackbone Category=Transformer-based, Setting=Real-Time, Params=4.4, Flops=18.22026.02 | 82.27 | 70.96 | |
| Deeplabv3+Backbone Category=CNN-based, Setting=Real-Time, Params=3.7, Flops=6.42026.02 | 81.87 | 70.06 | |
| SegNeXtBackbone Category=CNN-based, Setting=Real-Time, Params=5.8, Flops=22.92026.02 | 81.34 | 69.63 | |
| PSPNetBackbone Category=CNN-based, Setting=Real-Time, Params=4.3, Flops=6.22026.02 | 80.67 | 71.92 |