# Few-Shot Class Incremental Learning on CUB200-C (Session Accuracies)

Source: [Few-Shot Class Incremental Learning on CUB200-C (Session Accuracies)](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cub200-c-session-accuracies>)

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

Data updated: 2026-03-24T13:47:49.380Z

Evaluation of Few-Shot Class Incremental Learning performance on the CUB200-C dataset, reporting accuracy across sequential learning sessions (0-10) and the overall average accuracy.

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) | CUB200-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-cub200-c-session-accuracies.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-cub200-c-session-accuracies.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-cub200-c-session-accuracies.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-cub200-c-session-accuracies.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-cub200-c-session-accuracies.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-cub200-c-session-accuracies.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-cub200-c-session-accuracies.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-cub200-c-session-accuracies.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-cub200-c-session-accuracies.md?metric=Session%208%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 9 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cub200-c-session-accuracies.md?metric=Session%209%20Accuracy>): Higher is better; unit: PERCENT.

- [Session 10 Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cub200-c-session-accuracies.md?metric=Session%2010%20Accuracy>): Higher is better; unit: PERCENT.

- [Average Accuracy](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cub200-c-session-accuracies.md?metric=Average%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Session 0 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| RSGS | 81.87 | Not recorded | 68fa792c1e209131cea7c665 |
| FACT | 80.73 | Not recorded | 68fa792c1e209131cea7c665 |
| TEEN | 80.29 | Not recorded | 68fa792c1e209131cea7c665 |
| CEC | 79.62 | Not recorded | 68fa792c1e209131cea7c665 |
| ProtoNet | 77.81 | Not recorded | 68fa792c1e209131cea7c665 |
| TOPIC | 77.49 | Not recorded | 68fa792c1e209131cea7c665 |
| iCaRL | 76.73 | Not recorded | 68fa792c1e209131cea7c665 |

### RSGS

Session 0 Accuracy: 81.87. Result ID: 69c295fa47f34ce924aafbc4.

[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.

### FACT

Session 0 Accuracy: 80.73. Result ID: 69c295fa47f34ce924aafbc2.

[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.

### TEEN

Session 0 Accuracy: 80.29. Result ID: 69c295fa47f34ce924aafbc3.

[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.

### CEC

Session 0 Accuracy: 79.62. Result ID: 69c295fa47f34ce924aafbc1.

[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.

### ProtoNet

Session 0 Accuracy: 77.81. Result ID: 69c295fa47f34ce924aafbbf.

[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.

### TOPIC

Session 0 Accuracy: 77.49. Result ID: 69c295fa47f34ce924aafbc0.

[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.

### iCaRL

Session 0 Accuracy: 76.73. Result ID: 69c295fa47f34ce924aafbbe.

[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.

Page 1 of 1. This is an index page, not the full collection.