# Image Classification on ImageNet ILSVRC'15 (test)

Source: [Image Classification on ImageNet ILSVRC'15 (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-ilsvrc-15-test>)

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

Data updated: 2026-02-26T06:07:23.811Z

Evaluation of Image Classification performance on the test split of the ImageNet ILSVRC 2015 dataset, measured using Top-5 Error rate.

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) | ImageNet ILSVRC'15 (test) |
| Metric | Top-5 Error |
| Unit | PERCENT |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [Top-5 Error](<https://www.sota2.com/research/sota/image-classification-on-imagenet-ilsvrc-15-test.md?metric=Top-5%20Error>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Top-5 Error | Result date | Report paper |
| --- | --- | --- | --- |
| ResNet (ILSVRC'15) | 3.57 | Not recorded | 68fa62321e209131ce9f8328 |
| BN-inception | 4.82 | Not recorded | 68fa62321e209131ce9f8328 |
| PReLU-net | 4.94 | Not recorded | 68fa62321e209131ce9f8328 |
| GoogLeNet (ILSVRC'14) | 6.66 | Not recorded | 68fa62321e209131ce9f8328 |
| VGG (v5) | 6.8 | Not recorded | 68fa62321e209131ce9f8328 |
| VGG (ILSVRC'14) | 7.32 | Not recorded | 68fa62321e209131ce9f8328 |

### ResNet (ILSVRC'15)

Top-5 Error: 3.57. Result ID: 698bd4737a967eddb771a74c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62321e209131ce9f8328.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62321e209131ce9f8328.md>)

Recorded evaluation configuration: {"Type":"Ensemble"}. This record does not assert independent reproduction.

### BN-inception

Top-5 Error: 4.82. Result ID: 698bd4737a967eddb771a74b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62321e209131ce9f8328.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61b71e209131ce9f5a8f.md>)

Recorded evaluation configuration: {"Type":"Ensemble"}. This record does not assert independent reproduction.

### PReLU-net

Top-5 Error: 4.94. Result ID: 698bd4737a967eddb771a74a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62321e209131ce9f8328.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61b01e209131ce9f5546.md>)

Recorded evaluation configuration: {"Type":"Ensemble"}. This record does not assert independent reproduction.

### GoogLeNet (ILSVRC'14)

Top-5 Error: 6.66. Result ID: 698bd4737a967eddb771a748.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62321e209131ce9f8328.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61801e209131ce9f4ab4.md>)

Recorded evaluation configuration: {"Type":"Ensemble"}. This record does not assert independent reproduction.

### VGG (v5)

Top-5 Error: 6.8. Result ID: 698bd4737a967eddb771a749.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62321e209131ce9f8328.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61d01e209131ce9f62f5.md>)

[Implementation](<http://www.robots.ox.ac.uk/~vgg/research/very_deep/>)

Recorded evaluation configuration: {"Type":"Ensemble"}. This record does not assert independent reproduction.

### VGG (ILSVRC'14)

Top-5 Error: 7.32. Result ID: 698bd4737a967eddb771a747.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62321e209131ce9f8328.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61d01e209131ce9f62f5.md>)

[Implementation](<http://www.robots.ox.ac.uk/~vgg/research/very_deep/>)

Recorded evaluation configuration: {"Type":"Ensemble"}. This record does not assert independent reproduction.

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