# Image Classification on ImageNet 1k (val) (Custom Metrics)

Source: [Image Classification on ImageNet 1k (val) (Custom Metrics)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-val-custom-metrics>)

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

Data updated: 2026-02-26T06:08:02.715Z

Evaluation of Image Classification performance on the validation split of the ImageNet 1k dataset, reporting custom metrics including 'voc-prior', 'equal', and 'in'.

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 (val) |
| Metric | VOC Prior Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 0 of 0 |
| 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

- [VOC Prior Score](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-val-custom-metrics.md?metric=VOC%20Prior%20Score>): Higher is better; unit: PERCENT.

- [Equal Match](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-val-custom-metrics.md?metric=Equal%20Match>): Higher is better; unit: SCALAR.

- [In Metric](<https://www.sota2.com/research/sota/image-classification-on-imagenet-1k-val-custom-metrics.md?metric=In%20Metric>): Higher is better; unit: SCALAR.

## Recorded results

| Method | VOC Prior Score | Result date | Report paper |
| --- | --- | --- | --- |

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