Change detection on Onera Satellite Change Detection (OSCD) (val)
70.53PrecisionRandom init.
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Random init.Pre-training=Random initialization, Backbone=ResNet-18, Decoder=U-Net, Evaluation Protocol=Fine-tuning2021.03 | 70.53 | 19.17 | 29.44 | |
| Imagenet (sup.)Pre-training=ImageNet supervised, Backbone=ResNet-18, Decoder=U-Net, Evaluation Protocol=Fine-tuning2021.03 | 70.42 | 25.12 | 36.2 | |
| MoCo-v2+TPPre-training=MoCo-v2 + Temporal Positional embedding, Backbone=ResNet-18, Decoder=U-Net, Evaluation Protocol=Fine-tuning2021.03 | 69.14 | 29.66 | 40.12 | |
| SeCoPre-training=SeCo (Seasonal Contrast), Backbone=ResNet-18, Decoder=U-Net, Evaluation Protocol=Fine-tuning2021.03 | 65.47 | 38.06 | 46.94 | |
| MoCo-v2Pre-training=MoCo-v2, Backbone=ResNet-18, Decoder=U-Net, Evaluation Protocol=Fine-tuning2021.03 | 64.49 | 30.94 | 40.71 |