Fire classification on FlameVision
94.78AccuracyHumP-KD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| HumP-KDBackbone=MobileViT-S2026.06 | 94.78 | — | 94.88 | — | |
| Mamba-YOLOReference=[22]2026.06 | 89.6 | — | — | 95.5 | |
| FICNetReference=[15]2026.06 | 78.4 | — | 78.4 | — | |
| LAFNETReference=[13]2026.06 | 55.7 | 51.5 | — | — |