Anomaly Detection on MVTec AD Continual setting (test)
0.94I-ROCRD4AD
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| RD4ADMem (MB) Tot=629, Mem (MB) Add=374, FLOPs (G) Inf=48, FLOPs (G) Tr=147, VRAM (MB) Inf=970, VRAM (MB) Tr=12422026.03 | 0.94 | 0.95 | 0.51 | 0.47 | |
| AdapTS-LMem (MB) Tot=245, Mem (MB) Add=150, FLOPs (G) Inf=44, FLOPs (G) Tr=90, VRAM (MB) Inf=169, VRAM (MB) Tr=3582026.03 | 0.86 | 0.94 | 0.5 | 0.44 | |
| AdapTS-MMem (MB) Tot=132, Mem (MB) Add=38, FLOPs (G) Inf=44, FLOPs (G) Tr=90, VRAM (MB) Inf=161, VRAM (MB) Tr=3512026.03 | 0.85 | 0.93 | 0.49 | 0.46 | |
| AdapTS-SMem (MB) Tot=23, Mem (MB) Add=8, FLOPs (G) Inf=34, FLOPs (G) Tr=69, VRAM (MB) Inf=80, VRAM (MB) Tr=1722026.03 | 0.81 | 0.9 | 0.41 | 0.37 | |
| DeSTsegMem (MB) Tot=1229, Mem (MB) Add=1134, FLOPs (G) Inf=187, FLOPs (G) Tr=977, VRAM (MB) Inf=2646, VRAM (MB) Tr=32412026.03 | 0.8 | 0.92 | 0.46 | 0.45 | |
| STFPMMem (MB) Tot=204, Mem (MB) Add=110, FLOPs (G) Inf=37, FLOPs (G) Tr=74, VRAM (MB) Inf=335, VRAM (MB) Tr=6042026.03 | 0.78 | 0.91 | 0.41 | 0.36 |