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LEVIR-CD
Remote Sensing on LEVIR-CD
Metric: IoU (higher is better)
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Model name (A→Z)
#
Model
↕
IoU
▼
Augmentations
Paper
Date
↕
Code
1
Changer (Ex, ResNeSt101)
85.76
No
Changer: Feature Interaction is What You Need fo...
2022-09-17
Code
2
SRC-Net
85.6
No
SRC-Net: Bi-Temporal Spatial Relationship Concer...
2024-06-09
Code
3
Changer (Ex, ResNeSt50)
85.51
No
Changer: Feature Interaction is What You Need fo...
2022-09-17
Code
4
SiamixFormer-5
85.38
No
SiamixFormer: a fully-transformer Siamese networ...
2022-08-01
-
5
BAN (ChangeFormer-b0, ViT-L/14(GeoRSCLIP))
85.13
No
A New Learning Paradigm for Foundation Model-bas...
2023-12-02
Code
6
MaskChanger (Swin-T)
85.12
No
-
-
-
7
SARAS-Net
84.95
Yes
SARAS-Net: Scale and Relation Aware Siamese Netw...
2022-12-02
Code
8
RSP-ViTAEv2-S-BIT
84.95
Yes
An Empirical Study of Remote Sensing Pretraining
2022-04-06
Code
9
Changer (Ex, ResNet-18)
84.8
No
Changer: Feature Interaction is What You Need fo...
2022-09-17
Code
10
LightCDNet-large
84.21
No
-
-
Code
11
SiamixFormer-4
84.05
No
SiamixFormer: a fully-transformer Siamese networ...
2022-08-01
-
12
LightCDNet-base
83.94
No
-
-
Code
13
ChangeStar (FarSeg + ChangeMixin)
83.92
No
Change is Everywhere: Single-Temporal Supervised...
2021-08-16
Code
14
SiamixFormer-2
83.88
No
SiamixFormer: a fully-transformer Siamese networ...
2022-08-01
-
15
SiamixFormer-3
83.84
No
SiamixFormer: a fully-transformer Siamese networ...
2022-08-01
-
16
RSM-CD
83.66
No
RS-Mamba for Large Remote Sensing Image Dense Pr...
2024-04-03
Code
17
TinyCD
83.57
Yes
TINYCD: A (Not So) Deep Learning Model For Chang...
2022-07-26
Code
18
USSFC-Net
83.55
No
-
-
Code
19
LightCDNet-small
82.77
No
-
-
Code
20
ChangeFormer
82.48
No
A Transformer-Based Siamese Network for Change D...
2022-01-04
Code
21
SiamixFormer-0
82.29
No
SiamixFormer: a fully-transformer Siamese networ...
2022-08-01
-
22
SiamixFormer-1
82.03
No
SiamixFormer: a fully-transformer Siamese networ...
2022-08-01
-
#1
Changer (Ex, ResNeSt101)
SOTA
85.76
IoU
· 2022-09-17
Changer: Feature Interaction is What You Need for Change Detection
Code
#2
SRC-Net
85.6
IoU
· 2024-06-09
SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection
Code
#3
Changer (Ex, ResNeSt50)
85.51
IoU
· 2022-09-17
Changer: Feature Interaction is What You Need for Change Detection
Code
#4
SiamixFormer-5
SOTA
85.38
IoU
· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#5
BAN (ChangeFormer-b0, ViT-L/14(GeoRSCLIP))
85.13
IoU
· 2023-12-02
A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection
Code
#6
MaskChanger (Swin-T)
85.12
IoU
No paper
#7
SARAS-Net
84.95
IoU
· Augmentations
· 2022-12-02
SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection
Code
#8
RSP-ViTAEv2-S-BIT
SOTA
84.95
IoU
· Augmentations
· 2022-04-06
An Empirical Study of Remote Sensing Pretraining
Code
#9
Changer (Ex, ResNet-18)
84.8
IoU
· 2022-09-17
Changer: Feature Interaction is What You Need for Change Detection
Code
#10
LightCDNet-large
84.21
IoU
No paper
Code
#11
SiamixFormer-4
84.05
IoU
· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#12
LightCDNet-base
83.94
IoU
No paper
Code
#13
ChangeStar (FarSeg + ChangeMixin)
SOTA
83.92
IoU
· 2021-08-16
Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery
Code
#14
SiamixFormer-2
83.88
IoU
· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#15
SiamixFormer-3
83.84
IoU
· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#16
RSM-CD
83.66
IoU
· 2024-04-03
RS-Mamba for Large Remote Sensing Image Dense Prediction
Code
#17
TinyCD
83.57
IoU
· Augmentations
· 2022-07-26
TINYCD: A (Not So) Deep Learning Model For Change Detection
Code
#18
USSFC-Net
83.55
IoU
No paper
Code
#19
LightCDNet-small
82.77
IoU
No paper
Code
#20
ChangeFormer
82.48
IoU
· 2022-01-04
A Transformer-Based Siamese Network for Change Detection
Code
#21
SiamixFormer-0
82.29
IoU
· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images
#22
SiamixFormer-1
82.03
IoU
· 2022-08-01
SiamixFormer: a fully-transformer Siamese network with temporal Fusion for accurate building detection and change detection in bi-temporal remote sensing images