📑Document/Test-Time Adaptation
[TRIBE] Ablation study : TTA 모델 성능 관련
Effect of Indivisual Components
- 단독으로 쓰였을 경우 Balanced BN이 Robust BN보다 성능이 좋게 나옴
- ROTTA - Robust BN only : 43.48 / 32.29
- ROTTA - Balanced BN only : 29.00 / 26.38
- two branch Self-training (teacher & student net)을 적용하면 기존 baseline보다 좋은 성능을 보여줌?
- ROTTA - BN with Self-Training : 37.67 / 38.94
- ROTTA - Balanced BN with Self-Training : 36.58 / 65.88
Computation Cost Measured in Wall-Clock Time
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