# Few-Shot Class Incremental Learning on miniImageNet-C (Session Accuracy)

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

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

Data updated: 2026-03-24T13:47:49.358Z

Evaluation of Few-Shot Class-Incremental Learning performance on the miniImageNet-C dataset, reporting accuracy across sequential learning sessions (0 through 8) and the overall average.

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-C |
| Metric | Session 0 Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Session 0 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Session%200%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 1 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Session%201%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 2 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Session%202%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 3 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Session%203%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 4 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Session%204%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 5 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Session%205%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 6 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Session%206%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 7 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Session%207%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 8 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Session%208%20Accuracy>): Higher is better; unit: PERCENT.

- [Average Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-miniimagenet-c-session-accuracy.md?metric=Average%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Session 0 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| RSGS | 75.37 | Not recorded | 68fa792c1e209131cea7c665 |
| TEEN | 75.36 | Not recorded | 68fa792c1e209131cea7c665 |
| FACT | 75.21 | Not recorded | 68fa792c1e209131cea7c665 |
| TOPIC | 74.08 | Not recorded | 68fa792c1e209131cea7c665 |
| ProtoNet | 73.92 | Not recorded | 68fa792c1e209131cea7c665 |
| CEC | 73.76 | Not recorded | 68fa792c1e209131cea7c665 |
| iCaRL | 71.68 | Not recorded | 68fa792c1e209131cea7c665 |

### RSGS

Session 0 Accuracy: 75.37. Result ID: 69c295fa47f34ce924aafbbd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792c1e209131cea7c665.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa792c1e209131cea7c665.md>)

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

### TEEN

Session 0 Accuracy: 75.36. Result ID: 69c295fa47f34ce924aafbbc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792c1e209131cea7c665.md>)

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

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

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

### FACT

Session 0 Accuracy: 75.21. Result ID: 69c295fa47f34ce924aafbbb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792c1e209131cea7c665.md>)

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

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

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

### TOPIC

Session 0 Accuracy: 74.08. Result ID: 69c295fa47f34ce924aafbb9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792c1e209131cea7c665.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67721e209131cea16580.md>)

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

### ProtoNet

Session 0 Accuracy: 73.92. Result ID: 69c295fa47f34ce924aafbb8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792c1e209131cea7c665.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa636e1e209131ce9febd3.md>)

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

### CEC

Session 0 Accuracy: 73.76. Result ID: 69c295fa47f34ce924aafbba.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792c1e209131cea7c665.md>)

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

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

### iCaRL

Session 0 Accuracy: 71.68. Result ID: 69c295fa47f34ce924aafbb7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa792c1e209131cea7c665.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634e1e209131ce9fded4.md>)

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

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