# Explanation Matching on ImageNet User Study (test)

Source: [Explanation Matching on ImageNet User Study (test)](<https://www.sota2.com/research/sota/explanation-matching-on-imagenet-user-study-test>)

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

Data updated: 2026-05-12T10:01:04.931Z

Evaluation of Explanation Matching performance on the test split of the ImageNet User Study dataset, measured using Accuracy (Acc) and p-values.

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 | Explanation Matching |
| Dataset (including any stated split) | ImageNet User Study (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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/explanation-matching-on-imagenet-user-study-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [p-value](<https://www.sota2.com/research/sota/explanation-matching-on-imagenet-user-study-test.md?metric=p-value>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| ProDG | 73 | Not recorded | 6a02b406dbc836b87d824603 |
| InfoDisent | 59 | Not recorded | 6a02b406dbc836b87d824603 |
| EPIC | 57 | Not recorded | 6a02b406dbc836b87d824603 |

### ProDG

Accuracy: 73. Result ID: 6a02fa3047f34ce924e63d35.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b406dbc836b87d824603.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a02b406dbc836b87d824603.md>)

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

### InfoDisent

Accuracy: 59. Result ID: 6a02fa3047f34ce924e63d37.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b406dbc836b87d824603.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa774b1e209131cea7254c.md>)

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

### EPIC

Accuracy: 57. Result ID: 6a02fa3047f34ce924e63d36.

[Reporting paper](<https://www.sota2.com/research/paper/6a02b406dbc836b87d824603.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa789c1e209131cea794de.md>)

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

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