# Change Detection on Remote Sensing Images (test)

Source: [Change Detection on Remote Sensing Images (test)](<https://www.sota2.com/research/sota/change-detection-on-remote-sensing-images-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:07:33.513Z

Evaluation of Change Detection performance on the test split of the Remote Sensing Images dataset, focusing on model efficiency metrics like Trainable Parameters, GLOPs, and Inference Time.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Change Detection |
| Dataset (including any stated split) | Remote Sensing Images (test) |
| Metric | Trainable Parameters (M) |
| Unit | SIZE |
| Direction | Lower is better |
| Results loaded | 12 of 12 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Trainable Parameters (M)](<https://www.sota2.com/research/sota/change-detection-on-remote-sensing-images-test.md?metric=Trainable%20Parameters%20(M)>): Lower is better; unit: SIZE.

- [GLOPs](<https://www.sota2.com/research/sota/change-detection-on-remote-sensing-images-test.md?metric=GLOPs>): Lower is better; unit: SCALAR.

- [Inference Time (ms)](<https://www.sota2.com/research/sota/change-detection-on-remote-sensing-images-test.md?metric=Inference%20Time%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | Trainable Parameters (M) | Result date | Report paper |
| --- | --- | --- | --- |
| MoCo-v2 | 11.24 | Not recorded | 68fa71c71e209131cea52eaf |
| DenseCL | 11.69 | Not recorded | 68fa71c71e209131cea52eaf |
| SeCo | 12.16 | Not recorded | 68fa71c71e209131cea52eaf |
| SimSiam | 12.49 | Not recorded | 68fa71c71e209131cea52eaf |
| CMC | 22.48 | Not recorded | 68fa71c71e209131cea52eaf |
| CD | 39.08 | Not recorded | 68fa71c71e209131cea52eaf |
| DDPM-CD | 39.08 | Not recorded | 68fa71c71e209131cea52eaf |
| CD | 43.96 | Not recorded | 68fa71c71e209131cea52eaf |
| DDPM-CD | 43.96 | Not recorded | 68fa71c71e209131cea52eaf |
| CD | 46.41 | Not recorded | 68fa71c71e209131cea52eaf |
| DDPM-CD | 46.41 | Not recorded | 68fa71c71e209131cea52eaf |
| DDPM | 390.95 | Not recorded | 68fa71c71e209131cea52eaf |

### MoCo-v2

Trainable Parameters (M): 11.24. Result ID: 6991de633a6c3148490b1a70.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67371e209131cea14e30.md>)

Recorded evaluation configuration: {"Image size":"256x256"}. This record does not assert independent reproduction.

### DenseCL

Trainable Parameters (M): 11.69. Result ID: 6991de633a6c3148490b1a71.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69b41e209131cea23941.md>)

Recorded evaluation configuration: {"Image size":"256x256"}. This record does not assert independent reproduction.

### SeCo

Trainable Parameters (M): 12.16. Result ID: 6991de633a6c3148490b1a73.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69eb1e209131cea24e50.md>)

[Implementation](<https://github.com/ElementAI/seasonal-contrast>)

Recorded evaluation configuration: {"Image size":"256x256"}. This record does not assert independent reproduction.

### SimSiam

Trainable Parameters (M): 12.49. Result ID: 6991de633a6c3148490b1a6f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67d71e209131cea18de5.md>)

[Implementation](<https://github.com/google-research/simclr>)

Recorded evaluation configuration: {"Image size":"256x256"}. This record does not assert independent reproduction.

### CMC

Trainable Parameters (M): 22.48. Result ID: 6991de633a6c3148490b1a72.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6aa61e209131cea296f1.md>)

Recorded evaluation configuration: {"Image size":"256x256"}. This record does not assert independent reproduction.

### CD

Trainable Parameters (M): 39.08. Result ID: 6991de633a6c3148490b1a75.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

Recorded evaluation configuration: {"n":1,"Image size":"256x256"}. This record does not assert independent reproduction.

### DDPM-CD

Trainable Parameters (M): 39.08. Result ID: 6991de633a6c3148490b1a78.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Implementation](<https://github.com/wgcban/ddpm-cd>)

Recorded evaluation configuration: {"n":1,"Image size":"256x256"}. This record does not assert independent reproduction.

### CD

Trainable Parameters (M): 43.96. Result ID: 6991de633a6c3148490b1a76.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

Recorded evaluation configuration: {"n":2,"Image size":"256x256"}. This record does not assert independent reproduction.

### DDPM-CD

Trainable Parameters (M): 43.96. Result ID: 6991de633a6c3148490b1a79.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Implementation](<https://github.com/wgcban/ddpm-cd>)

Recorded evaluation configuration: {"n":2,"Image size":"256x256"}. This record does not assert independent reproduction.

### CD

Trainable Parameters (M): 46.41. Result ID: 6991de633a6c3148490b1a77.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

Recorded evaluation configuration: {"n":3,"Image size":"256x256"}. This record does not assert independent reproduction.

### DDPM-CD

Trainable Parameters (M): 46.41. Result ID: 6991de633a6c3148490b1a7a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Implementation](<https://github.com/wgcban/ddpm-cd>)

Recorded evaluation configuration: {"n":3,"Image size":"256x256"}. This record does not assert independent reproduction.

### DDPM

Trainable Parameters (M): 390.95. Result ID: 6991de633a6c3148490b1a74.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71c71e209131cea52eaf.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68ef1e209131cea1f0d5.md>)

[Implementation](<https://github.com/hojonathanho/diffusion>)

Recorded evaluation configuration: {"Image size":"256x256"}. This record does not assert independent reproduction.

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