Rice Deterioration Classification on Rice Deterioration Detection Dataset
99.89AccuracyFDRA-Net
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FDRA-NetCategory=Expired, Size(MB)=48.73*, Latency(ms)=9.483*2026.02 | 99.89 | 100 | 99.67 | 99.83 | |
| FDRA-NetCategory=Moldy, Size(MB)=48.73*, Latency(ms)=9.483*2026.02 | 99.89 | 100 | 100 | 100 | |
| FDRA-NetCategory=Normal, Size(MB)=48.73*, Latency(ms)=9.483*2026.02 | 99.89 | 99.67 | 100 | 99.83 | |
| SS-NetCategory=Expired, Size(MB)=4.38, Latency(ms)=2.1242026.02 | 91.22 | 82.42 | 95.33 | 88.41 | |
| SS-NetCategory=Moldy, Size(MB)=4.38, Latency(ms)=2.1242026.02 | 91.22 | 98.32 | 97.67 | 97.99 | |
| SS-NetCategory=Normal, Size(MB)=4.38, Latency(ms)=2.1242026.02 | 91.22 | 94.9 | 80.67 | 87.21 | |
| NAMCategory=Expired, Size(MB)=4.15, Latency(ms)=0.6772026.02 | 89.89 | 90.15 | 79.33 | 84.4 | |
| NAMCategory=Moldy, Size(MB)=4.15, Latency(ms)=0.6772026.02 | 89.89 | 96.64 | 96 | 96.32 | |
| NAMCategory=Normal, Size(MB)=4.15, Latency(ms)=0.6772026.02 | 89.89 | 83.73 | 94.33 | 88.71 | |
| SKNetCategory=Expired, Size(MB)=4.67, Latency(ms)=1.6412026.02 | 89.22 | 86.69 | 80.33 | 83.39 | |
| SKNetCategory=Moldy, Size(MB)=4.67, Latency(ms)=1.6412026.02 | 89.22 | 86.35 | 97 | 91.37 | |
| SKNetCategory=Normal, Size(MB)=4.67, Latency(ms)=1.6412026.02 | 89.22 | 95.09 | 90.33 | 92.65 | |
| ResNetCategory=Expired, Size(MB)=4.32, Latency(ms)=0.6652026.02 | 88.33 | 87.08 | 78.67 | 82.66 | |
| ResNetCategory=Moldy, Size(MB)=4.32, Latency(ms)=0.6652026.02 | 88.33 | 90.42 | 94.33 | 92.33 | |
| ResNetCategory=Normal, Size(MB)=4.32, Latency(ms)=0.6652026.02 | 88.33 | 87.34 | 92 | 89.61 | |
| CNNCategory=Expired, Size(MB)=4.14, Latency(ms)=0.4612026.02 | 87.78 | 88.71 | 73.33 | 80.29 | |
| CNNCategory=Moldy, Size(MB)=4.14, Latency(ms)=0.4612026.02 | 87.78 | 92.43 | 97.67 | 94.98 | |
| CNNCategory=Normal, Size(MB)=4.14, Latency(ms)=0.4612026.02 | 87.78 | 82.69 | 92.33 | 87.24 | |
| SENetCategory=Expired, Size(MB)=4.08, Latency(ms)=0.8462026.02 | 86.78 | 90.42 | 72.33 | 80.37 | |
| SENetCategory=Moldy, Size(MB)=4.08, Latency(ms)=0.8462026.02 | 86.78 | 89.14 | 93 | 91.03 | |
| SENetCategory=Normal, Size(MB)=4.08, Latency(ms)=0.8462026.02 | 86.78 | 82.13 | 95 | 88.1 |