Object Detection on property risk detection
100PrecisionHOMEY
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HOMEYClass=Bad Driveway2026.03 | 100 | 100 | 40 | |
| HOMEYClass=Hazard Signs2026.03 | 93 | 62 | 53 | |
| YOLO26Class=Hazard Signs2026.03 | 90 | 60 | 49 | |
| YOLO12Class=Hazard Signs2026.03 | 88 | 58 | 43 | |
| HOMEYClass=House2026.03 | 86 | 82 | 71 | |
| YOLO26Class=House2026.03 | 84 | 80 | 66 | |
| YOLO12Class=House2026.03 | 83 | 79 | 60 | |
| HOMEYClass=Boarded2026.03 | 77 | 55 | 62 | |
| YOLO26Class=Boarded2026.03 | 73 | 52 | 55 | |
| YOLO12Class=Boarded2026.03 | 69 | 48 | 40 | |
| HOMEYClass=Overgrown Yard2026.03 | 68 | 42 | 30 | |
| YOLO26Class=Overgrown Yard2026.03 | 67 | 41 | 26 | |
| YOLO12Class=Overgrown Yard2026.03 | 65 | 40 | 19 | |
| YOLO26Class=Bad Driveway2026.03 | 62 | 10 | 8 | |
| HOMEYClass=Cracked Foundation2026.03 | 61 | 17 | 25 | |
| YOLO12Class=Bad Driveway2026.03 | 58 | 0 | 4 | |
| YOLO26Class=Cracked Foundation2026.03 | 58 | 14 | 18 | |
| HOMEYClass=Mean2026.03 | 56 | 36 | 40 | |
| HOMEYClass=Falling Gutters2026.03 | 53 | 5 | 30 | |
| YOLO12Class=Cracked Foundation2026.03 | 52 | 12 | 8 | |
| YOLO26Class=Mean2026.03 | 50 | 30 | 31 | |
| HOMEYClass=Garbage2026.03 | 48 | 19 | 20 | |
| YOLO26Class=Garbage2026.03 | 46 | 17 | 15 | |
| YOLO12Class=Mean2026.03 | 44 | 25 | 20 | |
| YOLO12Class=Garbage2026.03 | 42 | 15 | 8 | |
| YOLO26Class=Falling Gutters2026.03 | 32 | 3 | 18 | |
| HOMEYClass=Old Window2026.03 | 27 | 41 | 32 | |
| YOLO26Class=Old Window2026.03 | 26 | 40 | 30 | |
| HOMEYClass=Dead Yard2026.03 | 26 | 12 | 22 | |
| YOLO26Class=Dead Yard2026.03 | 24 | 5 | 12 | |
| YOLO12Class=Old Window2026.03 | 22 | 38 | 25 | |
| YOLO12Class=Dead Yard2026.03 | 20 | 0 | 4 | |
| HOMEYClass=Paint-Rust Issues2026.03 | 18 | 5 | 12 | |
| YOLO26Class=Paint-Rust Issues2026.03 | 17 | 4 | 8 | |
| YOLO12Class=Paint-Rust Issues2026.03 | 15 | 3 | 1 | |
| HOMEYClass=Roof Issues2026.03 | 12 | 4 | 5 | |
| YOLO26Class=Roof Issues2026.03 | 11 | 3 | 3 | |
| YOLO12Class=Roof Issues2026.03 | 10 | 2 | 0.5 | |
| HOMEYClass=Damage2026.03 | 5 | 5 | 18 | |
| YOLO12Class=Falling Gutters2026.03 | 4 | 1 | 2 | |
| YOLO26Class=Damage2026.03 | 3 | 2 | 10 | |
| YOLO12Class=Damage2026.03 | 1 | 0 | 1 | |
| HOMEY2026.03 | 0.56 | 0.36 | 0.4 | |
| YOLO262026.03 | 0.5 | 0.3 | 0.31 | |
| YOLO122026.03 | 0.44 | 0.25 | 0.2 |