Anomaly Detection on MVTec-AD (test) (mAD)
87.2mADMambaADv2
Evaluation results
| Method | Links | |
|---|---|---|
| MambaADv2Resolution=256 × 256, Batch Size=1, GPU=H800, Params(M)=28.3, FLOPs(G)=10.1, FPS=75, Mem(GB)=2.42026.06 | 87.2 | |
| DinomalyResolution=256 × 256, Batch Size=1, GPU=H800, Params(M)=307.5, FLOPs(G)=62.8, FPS=36, Mem(GB)=5.22026.06 | 86.5 | |
| MambaADResolution=256 × 256, Batch Size=1, GPU=H800, Params(M)=25.7, FLOPs(G)=8.3, FPS=82, Mem(GB)=2.12026.06 | 86 | |
| PromptADResolution=256 × 256, Batch Size=1, GPU=H800, Params(M)=86.2, FLOPs(G)=32.5, FPS=48, Mem(GB)=3.62026.06 | 84.8 | |
| DiADResolution=256 × 256, Batch Size=1, GPU=H800, Params(M)=1331.3, FLOPs(G)=451.5, FPS=3, Mem(GB)=14.52026.06 | 84 | |
| RD4ADResolution=256 × 256, Batch Size=1, GPU=H800, Params(M)=80.6, FLOPs(G)=28.4, FPS=110, Mem(GB)=1.82026.06 | 82.3 | |
| UniADResolution=256 × 256, Batch Size=1, GPU=H800, Params(M)=24.5, FLOPs(G)=3.6, FPS=92, Mem(GB)=1.32026.06 | 81.7 | |
| SimpleNetResolution=256 × 256, Batch Size=1, GPU=H800, Params(M)=72.8, FLOPs(G)=16.1, FPS=145, Mem(GB)=2.22026.06 | 81.2 | |
| DeSTSegResolution=256 × 256, Batch Size=1, GPU=H800, Params(M)=35.2, FLOPs(G)=122.7, FPS=35, Mem(GB)=2.82026.06 | 77.1 |