Anomaly Detection on MVTec AD Single setting (test)
98I-ROCDeSTseg
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| 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 | 98 | 98 | 67 | 75 | |
| 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 | 97 | 97 | 60 | 58 | |
| AdapTS-LMem (MB) Tot=105, Mem (MB) Add=10, FLOPs (G) Inf=44, FLOPs (G) Tr=90, VRAM (MB) Inf=169, VRAM (MB) Tr=3582026.03 | 88 | 94 | 50 | 46 | |
| 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 | 88 | 96 | 54 | 51 | |
| AdapTS-MMem (MB) Tot=97, Mem (MB) Add=3, FLOPs (G) Inf=44, FLOPs (G) Tr=90, VRAM (MB) Inf=161, VRAM (MB) Tr=3502026.03 | 86 | 94 | 49 | 46 | |
| AdapTS-SMem (MB) Tot=16, Mem (MB) Add=1, FLOPs (G) Inf=34, FLOPs (G) Tr=69, VRAM (MB) Inf=80, VRAM (MB) Tr=1722026.03 | 82 | 91 | 40 | 37 |