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SotA/Methodology/Remote Sensing/CDD Dataset (season-varying)

Remote Sensing on CDD Dataset (season-varying)

Metric: F1-Score (higher is better)

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#Model↕F1-Score▼AugmentationsPaperDate↕Code
1P2V-CD0.9842No--Code
2IMP+MTP(InternImage-XL)0.9833NoMTP: Advancing Remote Sensing Foundation Model v...2024-03-20Code
3MAE+MTP(ViT-L+RVSA)0.9798NoMTP: Advancing Remote Sensing Foundation Model v...2024-03-20Code
4MAE+MTP(ViT-B+RVSA)0.9787NoMTP: Advancing Remote Sensing Foundation Model v...2024-03-20Code
5SARAS-Net0.9749NoSARAS-Net: Scale and Relation Aware Siamese Netw...2022-12-02Code
6SDACD0.9734NoAn End-to-end Supervised Domain Adaptation Frame...2022-04-01Code
7RDP-Net0.9723NoRDP-Net: Region Detail Preserving Network for Ch...2022-02-20Code
8SiamixFormer-50.9713NoSiamixFormer: a fully-transformer Siamese networ...2022-08-01-
9IMP-ViTAEv2-S-BIT0.9702NoAn Empirical Study of Remote Sensing Pretraining2022-04-06Code
10SiamixFormer-40.9685NoSiamixFormer: a fully-transformer Siamese networ...2022-08-01-
11RSP-ViTAEv2-S-BIT0.9681NoAn Empirical Study of Remote Sensing Pretraining2022-04-06Code
12SiamixFormer-30.9648NoSiamixFormer: a fully-transformer Siamese networ...2022-08-01-
13SNUNet-c480.962No--Code
14RSP-ResNet-50-BIT0.96NoAn Empirical Study of Remote Sensing Pretraining2022-04-06Code
15SiamixFormer-20.9552NoSiamixFormer: a fully-transformer Siamese networ...2022-08-01-
16SNUNet-c320.953No--Code
17RSP-Swin-T-BIT0.9521NoAn Empirical Study of Remote Sensing Pretraining2022-04-06Code
18USSFC-Net0.9474No--Code
19ESCNet0.9354No--Code
20SiamixFormer-10.9278NoSiamixFormer: a fully-transformer Siamese networ...2022-08-01-
21SiamixFormer-00.9205NoSiamixFormer: a fully-transformer Siamese networ...2022-08-01-
22DASNet0.919NoDASNet: Dual attentive fully convolutional siame...2020-03-07Code
23Siam-NestedUNet-c320.915No--Code
24IFN0.903No--Code
25UNet++_MOSF0.876No--Code