# Few-Shot Class-Incremental Learning on miniImageNet Session 1

Source: [Few-Shot Class-Incremental Learning on miniImageNet Session 1](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-session-1>)

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

Data updated: 2026-02-26T05:46:11.656Z

Evaluation of Few-Shot Class-Incremental Learning performance specifically on the first session results derived from the miniImageNet dataset, reporting HMean and NAcc.

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 | Few-Shot Class-Incremental Learning |
| Dataset (including any stated split) | miniImageNet Session 1 |
| 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/few-shot-class-incremental-learning-on-miniimagenet-session-1.md?metric=HMean>): Higher is better; unit: PERCENT.

- [NAcc](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-session-1.md?metric=NAcc>): Higher is better; unit: PERCENT.

## Recorded results

| Method | HMean | Result date | Report paper |
| --- | --- | --- | --- |
| TEEN | 50.04 | Not recorded | 68fa71601e209131cea50f3d |
| CEC | 30.72 | Not recorded | 68fa71601e209131cea50f3d |
| FACT | 30.6 | Not recorded | 68fa71601e209131cea50f3d |

### TEEN

HMean: 50.04. Result ID: 6991aef53a6c31484909e0a4.

[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: {"Session":1}. This record does not assert independent reproduction.

### CEC

HMean: 30.72. Result ID: 6991aef53a6c31484909e0a2.

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

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

Recorded evaluation configuration: {"Session":1}. This record does not assert independent reproduction.

### FACT

HMean: 30.6. Result ID: 6991aef53a6c31484909e0a3.

[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: {"Session":1}. This record does not assert independent reproduction.

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