Incremental Multi-Task Learning on DomainNet
81.51Accuracy (Real)Fine-tuning
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Fine-tuningParams=6x, Backbone=ResNet-342022.03 | 81.51 | 69.9 | 73.17 | 74.08 | 40.38 | 67.39 | 67.73 | |
| TAPSParams=4.90x, Backbone=ResNet-342022.03 | 80.28 | 67.28 | 71.79 | 74.85 | 38.21 | 66.66 | 66.51 | |
| AdaShareParams=5.73x, Backbone=ResNet-342022.03 | 79.39 | 65.74 | 68.15 | 74.45 | 34.11 | 64.15 | 64.33 | |
| AdaShareParams=4.99x, Backbone=ResNet-502022.03 | 78.71 | 64.01 | 67 | 73.07 | 31.19 | 63.4 | 62.9 |