Dsfer-Net

Reported on 5 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision5 results

Change DetectiononWHU-CD
IoU· 2023-04-03
86.18
best: 90.92 (CLAFA-LWGANet L2)
SOTA
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks arXiv:2304.01101
Change DetectiononWHU-CD
Overall Accuracy· 2023-04-03
99.46
best: 99.58 (ChangeMamba)
SOTA
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks arXiv:2304.01101
Change DetectiononWHU-CD
Precision· 2023-04-03
94.17
best: 96.57 (C2FNet)
SOTA
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks arXiv:2304.01101
Change DetectiononWHU-CD
Recall· 2023-04-03
91.04
best: 93.6 (BiFA)
SOTA
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks arXiv:2304.01101
Change DetectiononWHU-CD
F1· 2023-04-03
92.58
best: 95.24 (CLAFA-LWGANet L2)
Dsfer-Net: A Deep Supervision and Feature Retrieval Network for Bitemporal Change Detection Using Modern Hopfield Networks arXiv:2304.01101