# Image Classification on EuroSAT MDCII Order-I (Transfer Metrics)

Source: [Image Classification on EuroSAT MDCII Order-I (Transfer Metrics)](<https://www.sota2.com/research/sota/image-classification-on-eurosat-mdcii-order-i-transfer-metrics>)

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

Data updated: 2026-05-26T12:01:57.808Z

Evaluation of Image Classification performance on the EuroSAT MDCII Order-I dataset variant, reporting Transfer, Average, and Last metrics.

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 | Image Classification |
| Dataset (including any stated split) | EuroSAT MDCII Order-I |
| Metric | Transfer Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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

- [Transfer Accuracy](<https://www.sota2.com/research/sota/image-classification-on-eurosat-mdcii-order-i-transfer-metrics.md?metric=Transfer%20Accuracy>): Higher is better; unit: PERCENT.

- [Average Accuracy](<https://www.sota2.com/research/sota/image-classification-on-eurosat-mdcii-order-i-transfer-metrics.md?metric=Average%20Accuracy>): Higher is better; unit: PERCENT.

- [Last Accuracy](<https://www.sota2.com/research/sota/image-classification-on-eurosat-mdcii-order-i-transfer-metrics.md?metric=Last%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Transfer Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| CMAP | 73.9 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| MoE-Adapter | 70.7 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| IAP | 70.4 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| ZSCL | 69.1 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| DIKI | 65.4 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| LwF-VR | 54.4 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| LwF | 51.1 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| L2P | 49.3 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| S-Prompts | 47.1 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| WiSE-FT | 47 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| iCaRL | 46.6 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| DualPrompt | 45.6 | Not recorded | 6a15294bdbd7150506f7e1d8 |
| Continual-FT | 35.6 | Not recorded | 6a15294bdbd7150506f7e1d8 |

### CMAP

Transfer Accuracy: 73.9. Result ID: 6a158baffbc373592c0e24f7.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### MoE-Adapter

Transfer Accuracy: 70.7. Result ID: 6a158baffbc373592c0e24f4.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73661e209131cea5c39b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### IAP

Transfer Accuracy: 70.4. Result ID: 6a158baffbc373592c0e24f6.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa79d81e209131cea7fb9e.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### ZSCL

Transfer Accuracy: 69.1. Result ID: 6a158baffbc373592c0e24f0.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70421e209131cea49f8b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DIKI

Transfer Accuracy: 65.4. Result ID: 6a158baffbc373592c0e24f5.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74001e209131cea5f24c.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LwF-VR

Transfer Accuracy: 54.4. Result ID: 6a158baffbc373592c0e24ee.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d181e209131cea37b1b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### LwF

Transfer Accuracy: 51.1. Result ID: 6a158baffbc373592c0e24ec.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63201e209131ce9fd0b3.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### L2P

Transfer Accuracy: 49.3. Result ID: 6a158baffbc373592c0e24f1.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c0c1e209131cea31ad7.md>)

[Implementation](<https://github.com/google-research/l2p>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### S-Prompts

Transfer Accuracy: 47.1. Result ID: 6a158baffbc373592c0e24f3.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ece1e209131cea424c2.md>)

[Implementation](<https://github.com/iamwangyabin/S-Prompts>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### WiSE-FT

Transfer Accuracy: 47. Result ID: 6a158baffbc373592c0e24ef.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cd31e209131cea3601a.md>)

[Implementation](<https://github.com/mlfoundations/wise-ft>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### iCaRL

Transfer Accuracy: 46.6. Result ID: 6a158baffbc373592c0e24ed.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634e1e209131ce9fded4.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DualPrompt

Transfer Accuracy: 45.6. Result ID: 6a158baffbc373592c0e24f2.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d341e209131cea38614.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Continual-FT

Transfer Accuracy: 35.6. Result ID: 6a158baffbc373592c0e24eb.

[Reporting paper](<https://www.sota2.com/research/paper/6a15294bdbd7150506f7e1d8.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.
