# Image Classification on GoogleLandmark (test)

Source: [Image Classification on GoogleLandmark (test)](<https://www.sota2.com/research/sota/image-classification-on-googlelandmark-test>)

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

Data updated: 2026-02-26T05:28:25.469Z

Evaluation of Image Classification performance on the test split of the GoogleLandmark dataset, measured using Accuracy.

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) | GoogleLandmark (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/image-classification-on-googlelandmark-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Finetune | 91.5 | Not recorded | 68fa6d311e209131cea38408 |
| Semi-ViT | 81 | Not recorded | 68fa6d311e209131cea38408 |
| Finetune | 74 | Not recorded | 68fa6d311e209131cea38408 |
| Semi-ViT | 61 | Not recorded | 68fa6d311e209131cea38408 |
| Finetune | 45.3 | Not recorded | 68fa6d311e209131cea38408 |

### Finetune

Accuracy: 91.5. Result ID: 698f81c93a6c314849f96e05.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d311e209131cea38408.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"100%","backbone":"ViT-Base"}. This record does not assert independent reproduction.

### Semi-ViT

Accuracy: 81. Result ID: 698f81c93a6c314849f96e07.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d311e209131cea38408.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d311e209131cea38408.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"10%","backbone":"ViT-Base"}. This record does not assert independent reproduction.

### Finetune

Accuracy: 74. Result ID: 698f81c93a6c314849f96e04.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d311e209131cea38408.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"10%","backbone":"ViT-Base"}. This record does not assert independent reproduction.

### Semi-ViT

Accuracy: 61. Result ID: 698f81c93a6c314849f96e06.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d311e209131cea38408.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6d311e209131cea38408.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"1%","backbone":"ViT-Base"}. This record does not assert independent reproduction.

### Finetune

Accuracy: 45.3. Result ID: 698f81c93a6c314849f96e03.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6d311e209131cea38408.md>)

Recorded evaluation configuration: {"labeled\_data\_ratio":"1%","backbone":"ViT-Base"}. This record does not assert independent reproduction.

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