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DSIFN-CD

Introduced by Zhang et al. in A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing images1 Jun 2020 archive 2025-07-28

The dataset is manually collected from Google Earth. It consists of six large bi-temporal high resolution images covering six cities (i.e., Beijing, Chengdu, Shenzhen, Chongqing, Wuhan, Xian) in China. The five large image-pairs (i.e., Beijing, Chengdu, Shenzhen, Chongqing, Wuhan) are clipped into 394 subimage pairs with sizes of 512×512. After data augmentation, a collection of 3940 bi-temporal image pairs is acquired. Xian image pair is clipped into 48 image pairs for model testing. There are 3600 image pairs in the training dataset, 340 image paris in the validation dataset, and 48 image pairs in the test dataset.

Homepage Benchmarks Papers JSON

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

		First row (archive order)	Paper	Code
Change Detection	DSIFN-CD	DDPM-CD F1 96.65	DDPM-CD: Denoising Diffusion Probabilistic Models as...	wgcban/ddpm-cd	9	Compare

Papers archive 2025-07-28

9 shown of 9 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 29. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

			Date	Samples run Syntology
Frequency-Temporal Attention Network for Remote Sensing Imagery Change Detection	1	1	10 Oct 2024	not harvested
Rethinking Remote Sensing Change Detection With A Mask View	1	1	21 Jun 2024	not harvested
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images	1	1	22 Apr 2024	not harvested
HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images	1	1	14 Apr 2024	not harvested
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery	1	1	14 Apr 2024	not harvested
Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images	1	1	24 Mar 2023	not harvested
HCGMNET: A Hierarchical Change Guiding Map Network For Change Detection	1	1	21 Feb 2023	not harvested
SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection	1	1	2 Dec 2022	not harvested
DDPM-CD: Denoising Diffusion Probabilistic Models as Feature Extractors for Change Detection	1	1	23 Jun 2022	ran 10 of 13 samples (3 unverified)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

Tasks archive 2025-07-28

Change Detection

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

DSIFN-CD

1 variant name, as the archive lists them.

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