Anomaly Detection on MVTec AD Multi-Class setting (test)
86I-ROCAdapTS-L
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| 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 | 86 | 94 | 50 | 44 | |
| DeSTsegMem (MB) Tot=1215, Mem (MB) Add=1120, FLOPs (G) Inf=187, FLOPs (G) Tr=977, VRAM (MB) Inf=2646, VRAM (MB) Tr=32412026.03 | 86 | 92 | 54 | 55 | |
| 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 | 85 | 93 | 49 | 46 | |
| RD4ADMem (MB) Tot=615, Mem (MB) Add=360, FLOPs (G) Inf=48, FLOPs (G) Tr=147, VRAM (MB) Inf=970, VRAM (MB) Tr=12422026.03 | 85 | 93 | 48 | 41 | |
| AdapTS-SMem (MB) Tot=23, Mem (MB) Add=8, FLOPs (G) Inf=35, FLOPs (G) Tr=69, VRAM (MB) Inf=80, VRAM (MB) Tr=1722026.03 | 81 | 90 | 41 | 37 | |
| STFPMMem (MB) Tot=190, Mem (MB) Add=95, FLOPs (G) Inf=37, FLOPs (G) Tr=74, VRAM (MB) Inf=335, VRAM (MB) Tr=6042026.03 | 78 | 95 | 45 | 44 |