Object Recognition on CORe50 indoor-to-outdoor sessions
84.5AccuracyEmbodiTTA
Evaluation Results
| Method | Links | |
|---|---|---|
| EmbodiTTABatch size=64, Backbone=ResNet-502025.05 | 84.5 | |
| ROIDBatch size=64, Backbone=ResNet-502025.05 | 84.3 | |
| MECTABatch size=64, Backbone=ResNet-502025.05 | 84.2 | |
| EmbodiTTABatch size=16, Backbone=ResNet-502025.05 | 84 | |
| EmbodiTTABatch size=1, Backbone=ResNet-502025.05 | 83.7 | |
| MECTABatch size=16, Backbone=ResNet-502025.05 | 83.4 | |
| L-TTABatch size=64, Backbone=ResNet-502025.05 | 83.3 | |
| L-TTABatch size=16, Backbone=ResNet-502025.05 | 83 | |
| ROIDBatch size=16, Backbone=ResNet-502025.05 | 81.3 | |
| SURGEONBatch size=64, Backbone=ResNet-502025.05 | 80.4 | |
| SURGEONBatch size=16, Backbone=ResNet-502025.05 | 79.5 | |
| EATA-CBatch size=64, Backbone=ResNet-502025.05 | 78 | |
| SARBatch size=1, Backbone=ResNet-502025.05 | 76.8 | |
| SARBatch size=16, Backbone=ResNet-502025.05 | 75.9 | |
| SARBatch size=64, Backbone=ResNet-502025.05 | 74.6 | |
| EATA-CBatch size=16, Backbone=ResNet-502025.05 | 73.4 | |
| SourceBatch size=1, Backbone=ResNet-502025.05 | 69.9 | |
| SourceBatch size=16, Backbone=ResNet-502025.05 | 69.9 | |
| SourceBatch size=64, Backbone=ResNet-502025.05 | 69.9 | |
| MECTABatch size=1, Backbone=ResNet-502025.05 | 62.7 | |
| EATA-CBatch size=1, Backbone=ResNet-502025.05 | 6.7 | |
| ROIDBatch size=1, Backbone=ResNet-502025.05 | 6.2 | |
| SURGEONBatch size=1, Backbone=ResNet-502025.05 | 2.9 | |
| L-TTABatch size=1, Backbone=ResNet-502025.05 | 2.2 |