# Image Classification on ImageNet 1k masked (50 samples per class) (test)

Source: [Image Classification on ImageNet 1k masked (50 samples per class) (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-masked-50-samples-per-class-test>)

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

Data updated: 2026-03-06T07:39:43.539Z

Evaluation of Image Classification performance on a specific subset of the ImageNet 1k test set, sampled to include exactly 50 examples per class.

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 1k masked (50 samples per class) (test) |
| Metric | Top-5 Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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 Accuracy](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-masked-50-samples-per-class-test.md?metric=Top-5%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-5 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| PVM-Cls | 34.93 | Not recorded | 69aa5f612d603e6de3e41695 |
| PlainMamba | 25.6 | Not recorded | 69aa5f612d603e6de3e41695 |

### PVM-Cls

Top-5 Accuracy: 34.93. Result ID: 69aa84be6dbb7075b953fa68.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f612d603e6de3e41695.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69aa5f612d603e6de3e41695.md>)

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

### PlainMamba

Top-5 Accuracy: 25.6. Result ID: 69aa84be6dbb7075b953fa67.

[Reporting paper](<https://www.sota2.com/research/paper/69aa5f612d603e6de3e41695.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74851e209131cea62298.md>)

Recorded evaluation configuration: {"invalid input handling":"zero-padded"}. This record does not assert independent reproduction.

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