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Models/HANet

HANet

Reported on 50 benchmarks across 1 task · 1 paper · 2 SOTA

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

Computer Vision50 results

Change DetectiononDSIFN-CD
KC· 2024-04-14
54.01
best: 55.62 (C2FNet)
SOTA
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononDSIFN-CD
Precision· 2024-04-14
56.52
best: 90.54 (FTAN)
SOTA
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononSYSU-CD
F1· 2024-04-14
77.41
best: 84.58 (SChanger-small)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononSYSU-CD
IoU· 2024-04-14
63.14
best: 71.1 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononSYSU-CD
KC· 2024-04-14
70.59
best: 78.13 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononSYSU-CD
OA· 2024-04-14
89.52
best: 92.3 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononSYSU-CD
Precision· 2024-04-14
78.71
best: 87.07 (MaskCD)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononSYSU-CD
Recall· 2024-04-14
76.14
best: 87.25 (CDMaskFormer)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononGoogleGZ-CD
F1· 2024-04-14
75.28
best: 86.86 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononGoogleGZ-CD
IoU· 2024-04-14
60.36
best: 76.77 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononGoogleGZ-CD
KC· 2024-04-14
67.67
best: 82.48 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononGoogleGZ-CD
Overal Accuracy· 2024-04-14
88.34
best: 93.43 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononGoogleGZ-CD
Precision· 2024-04-14
78.58
best: 88.07 (CGNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononGoogleGZ-CD
Recall· 2024-04-14
72.25
best: 88.31 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR+
F1· 2024-04-14
77.56
best: 88.39 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR+
IoU· 2024-04-14
63.34
best: 79.2 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR+
KC· 2024-04-14
76.63
best: 87.91 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR+
OA· 2024-04-14
98.22
best: 99.06 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR+
Prcision· 2024-04-14
79.7
best: 89.24 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR+
Recall· 2024-04-14
75.53
best: 87.57 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononDSIFN-CD
F1· 2024-04-14
62.67
best: 96.65 (DDPM-CD)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononDSIFN-CD
IoU· 2024-04-14
45.64
best: 81.1 (FTAN)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononDSIFN-CD
Overall Accuracy· 2024-04-14
85.76
best: 97.09 (DDPM-CD)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononDSIFN-CD
Recall· 2024-04-14
70.33
best: 88.61 (FTAN)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononWHU-CD
F1· 2024-04-14
88.16
best: 95.24 (CLAFA-LWGANet L2)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononWHU-CD
IoU· 2024-04-14
78.82
best: 90.92 (CLAFA-LWGANet L2)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononWHU-CD
KC· 2024-04-14
87.72
best: 94.14 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononWHU-CD
Overall Accuracy· 2024-04-14
99.16
best: 99.58 (ChangeMamba)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononWHU-CD
Precision· 2024-04-14
88.3
best: 96.57 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononWHU-CD
Recall· 2024-04-14
88.01
best: 93.6 (BiFA)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR-CD
F1· uses extra data· 2024-04-14
90.28
best: 92.87 (SChanger-base)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR-CD
F1-score· uses extra data· 2024-04-14
90.28
best: 99.18 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR-CD
IoU· uses extra data· 2024-04-14
82.27
best: 93.69 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR-CD
Overall Accuracy· uses extra data· 2024-04-14
99.02
best: 99.2 (TTP)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR-CD
Precision· uses extra data· 2024-04-14
91.21
best: 93.4 (ChangeCLIP)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononLEVIR-CD
Recall· uses extra data· 2024-04-14
89.36
best: 91.7 (TTP)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononS2Looking
F1· 2024-04-14
58.54
best: 63.87 (HCGMNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononS2Looking
F1-Score· 2024-04-14
58.54
best: 68.95 (SChanger-base)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononS2Looking
IoU· 2024-04-14
41.38
best: 50.96 (LSKNet-S)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononS2Looking
KC· 2024-04-14
58.05
best: 63.93 (CGNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononS2Looking
OA· 2024-04-14
99.04
best: 99.22 (HCGMNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononS2Looking
Precision· 2024-04-14
61.38
best: 74.84 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononS2Looking
Recall· 2024-04-14
55.94
best: 63.64 (LSKNet-S)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononCDD Dataset (season-varying)
F1· 2024-04-14
89.23
best: 97.89 (ChangeCLIP)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononCDD Dataset (season-varying)
F1-Score· 2024-04-14
89.23
best: 98.42 (P2V-CD)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononCDD Dataset (season-varying)
IoU· 2024-04-14
90.55
best: 95.87 (ChangeCLIP)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononCDD Dataset (season-varying)
KC· 2024-04-14
87.7
best: 95.39 (C2FNet)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononCDD Dataset (season-varying)
Overall Accuracy· 2024-04-14
97.32
best: 99.48 (ChangeCLIP)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononCDD Dataset (season-varying)
Precision· 2024-04-14
92.86
best: 98.02 (ChangeCLIP)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178
Change DetectiononCDD Dataset (season-varying)
Recall· 2024-04-14
85.87
best: 97.77 (ChangeCLIP)
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images arXiv:2404.09178