# Image Classification on 64-category dataset leaderboard (test)

Source: [Image Classification on 64-category dataset leaderboard (test)](<https://www.sota2.com/research/sota/image-classification-on-64-category-dataset-leaderboard-test>)

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

Data updated: 2026-04-23T10:03:16.385Z

Evaluation of Image Classification performance on the test split of the 64-category dataset leaderboard.

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) | 64-category dataset leaderboard (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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-64-category-dataset-leaderboard-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| LabLVM | 97.4 | Not recorded | 69e85b977d0172140ec80f39 |
| SEU AIC LAB | 95.9 | Not recorded | 69e85b977d0172140ec80f39 |
| ETF Amigo | 95.1 | Not recorded | 69e85b977d0172140ec80f39 |
| Baseline | 69.2 | Not recorded | 69e85b977d0172140ec80f39 |

### LabLVM

Accuracy: 97.4. Result ID: 69e9ee5147f34ce924d1a10c.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

Recorded evaluation configuration: {"Time (ms)":"1.612"}. This record does not assert independent reproduction.

### SEU AIC LAB

Accuracy: 95.9. Result ID: 69e9ee5147f34ce924d1a10d.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

Recorded evaluation configuration: {"Time (ms)":"1.837"}. This record does not assert independent reproduction.

### ETF Amigo

Accuracy: 95.1. Result ID: 69e9ee5147f34ce924d1a10e.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

Recorded evaluation configuration: {"Time (ms)":"1.550"}. This record does not assert independent reproduction.

### Baseline

Accuracy: 69.2. Result ID: 69e9ee5147f34ce924d1a10b.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b977d0172140ec80f39.md>)

Recorded evaluation configuration: {"Time (ms)":"0.419"}. This record does not assert independent reproduction.

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