2D Semantic Segmentation on xBD

Metric: Weighted Average F1-score (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	Weighted Average F1-score▼	Extra Data	Paper	Date↕	Code
1	MambaBDA-Base	0.8141	No	ChangeMamba: Remote Sensing Change Detection Wit...	2024-04-04	Code
2	BDANet	0.806	No	BDANet: Multiscale Convolutional Neural Network ...	2021-05-16	Code
3	Double branch U-Net	0.804	No	Cross-directional Feature Fusion Network for Bui...	2020-10-27	-
4	Double branch U-Net	0.741	No	Building Disaster Damage Assessment in Satellite...	2020-04-12	Code
5	Baseline Model	0.265	No	xBD: A Dataset for Assessing Building Damage fro...	2019-11-21	Code

#1MambaBDA-BaseSOTA
0.8141
Weighted Average F1-score· 2024-04-04
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model Code
#2BDANetSOTA
0.806
Weighted Average F1-score· 2021-05-16
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images Code
#3Double branch U-NetSOTA
0.804
Weighted Average F1-score· 2020-10-27
Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery
#4Double branch U-NetSOTA
0.741
Weighted Average F1-score· 2020-04-12
Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion Code
#5Baseline ModelSOTA
0.265
Weighted Average F1-score· 2019-11-21
xBD: A Dataset for Assessing Building Damage from Satellite Imagery Code