Image Classification on ImageNet-C (Memory and Energy Usage)
624Memory (MB)EmbodiTTA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| EmbodiTTABatch Size=1, Device=Raspberry Pi 52025.05 | 624 | 2.2 | |
| L-TTABatch Size=1, Device=Raspberry Pi 52025.05 | 630 | 2.3 | |
| MECTABatch Size=1, Device=Raspberry Pi 52025.05 | 651 | 2.8 | |
| SURGEONBatch Size=1, Device=Raspberry Pi 52025.05 | 668 | 5.5 | |
| SARBatch Size=1, Device=Raspberry Pi 52025.05 | 689 | 8.8 | |
| EATA-CBatch Size=1, Device=Raspberry Pi 52025.05 | 691 | 4 | |
| MECTABatch Size=16, Device=Raspberry Pi 52025.05 | 1,815 | 5.2 | |
| L-TTABatch Size=16, Device=Raspberry Pi 52025.05 | 1,920 | 3.2 | |
| EmbodiTTABatch Size=16, Device=Raspberry Pi 52025.05 | 2,250 | 2.3 | |
| EATA-CBatch Size=16, Device=Raspberry Pi 52025.05 | 2,430 | 5.2 | |
| SURGEONBatch Size=16, Device=Raspberry Pi 52025.05 | 2,447 | 6.2 | |
| MECTABatch Size=64, Device=Raspberry Pi 52025.05 | 2,540 | 5.9 | |
| L-TTABatch Size=64, Device=Raspberry Pi 52025.05 | 2,870 | 3.5 | |
| SARBatch Size=16, Device=Raspberry Pi 52025.05 | 3,018 | 12 | |
| EmbodiTTABatch Size=64, Device=Raspberry Pi 52025.05 | 3,103 | 2.4 | |
| SARBatch Size=64, Device=Raspberry Pi 52025.05 | 3,139 | 10.2 | |
| SURGEONBatch Size=64, Device=Raspberry Pi 52025.05 | 3,250 | 6 | |
| EATA-CBatch Size=64, Device=Raspberry Pi 52025.05 | 3,474 | 5.2 |