# Image Classification on miniImageNet (Session 4)

Source: [Image Classification on miniImageNet (Session 4)](<https://www.sota2.com/research/sota/image-classification-on-miniimagenet-session-4>)

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

Data updated: 2026-02-26T05:46:11.746Z

Evaluation of Image Classification performance on the specific Session 4 evaluation run of the miniImageNet dataset, typically measured using HMean and NAcc metrics.

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) | miniImageNet (Session 4) |
| Metric | HMean |
| 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

- [HMean](<https://www.sota2.com/research/sota/image-classification-on-miniimagenet-session-4.md?metric=HMean>): Higher is better; unit: PERCENT.

- [NAcc](<https://www.sota2.com/research/sota/image-classification-on-miniimagenet-session-4.md?metric=NAcc>): Higher is better; unit: PERCENT.

## Recorded results

| Method | HMean | Result date | Report paper |
| --- | --- | --- | --- |
| TEEN | 39.52 | Not recorded | 68fa71601e209131cea50f3d |
| CEC | 36.49 | Not recorded | 68fa71601e209131cea50f3d |
| FACT | 34.44 | Not recorded | 68fa71601e209131cea50f3d |

### TEEN

HMean: 39.52. Result ID: 6991aef53a6c31484909e0ed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71601e209131cea50f3d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71601e209131cea50f3d.md>)

[Implementation](<https://github.com/wangkiw/TEEN>)

Recorded evaluation configuration: {"Backbone":"ResNet-18","Initialization":"randomly initialized"}. This record does not assert independent reproduction.

### CEC

HMean: 36.49. Result ID: 6991aef53a6c31484909e0eb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71601e209131cea50f3d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69af1e209131cea235e3.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-18","Initialization":"randomly initialized"}. This record does not assert independent reproduction.

### FACT

HMean: 34.44. Result ID: 6991aef53a6c31484909e0ec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71601e209131cea50f3d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c001e209131cea31940.md>)

[Implementation](<https://github.com/zhoudw-zdw/CVPR22-Fact>)

Recorded evaluation configuration: {"Backbone":"ResNet-18","Initialization":"randomly initialized"}. This record does not assert independent reproduction.

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