Table 2.
Config./Class (std.) | Debris | Dense | Diff | Spread | Average |
---|---|---|---|---|---|
VGG19 | 0.8877 (0.0174) | 0.7772 (0.0308) | 0.8434 (0.0396) | 0.9299 (0.0134) | 0.8595 |
HRNet | 0.8670 (0.0087) | 0.7752 (0.0291) | 0.8162 (0.0569) | 0.9239 (0.0076) | 0.8455 |
MS HRNet | 0.7921 (0.0491) | 0.8410 (0.0116) | 0.9013 (0.0595) | 0.8813 (0.0111) | 0.8539 |
IPB VGG | 0.8389 (0.0615) | 0.7695 (0.0590) | 0.7971 (0.0621) | 0.9281 (0.0277) | 0.8334 |
MS IPB VGG | 0.8843 (0.0576) | 0.8489 (0.0344) | 0.8369 (0.0913) | 0.8949 (0.0340) | 0.8662 |
ML IPB VGG | 0.8890 (0.0356) | 0.8061 (0.0467) | 0.8516 (0.0605) | 0.9144 (0.0190) | 0.8647 |
ML+MS IPB VGG | 0.8905 (0.0419) | 0.8529 (0.0312) | 0.8259 (0.0741) | 0.9006 (0.0148) | 0.8674 |
MS IPB HRNet | 0.8934 (0.0512) | 0.8241 (0.0295) | 0.8846 (0.0826) | 0.9112 (0.0174) | 0.8783 |
ML IPB HRNet | 0.9139 (0.0364) | 0.7920 (0.0311) | 0.8737 (0.0785) | 0.9139 (0.0158) | 0.8733 |
ML+MS IPB HRNet | 0.8843 (0.0159) | 0.8575 (0.0218) | 0.9085 (0.0189) | 0.8985 (0.0074) | 0.8872 |
Bold values represent best result for each column.