# Few-Shot Class-Incremental Learning on CIFAR-100 incremental sessions 0-8 static

Source: [Few-Shot Class-Incremental Learning on CIFAR-100 incremental sessions 0-8 static](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static>)

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

Data updated: 2026-05-12T11:01:56.411Z

Evaluation of Few-Shot Class-Incremental Learning performance on CIFAR-100 using a static incremental setup covering sessions 0 through 8, reporting session-wise accuracy, average accuracy (Aavg), and final forgetting metric (Delta\_last).

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) | CIFAR-100 incremental sessions 0-8 static |
| Metric | Accuracy Session 0 |
| 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

- [Accuracy Session 0](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Accuracy%20Session%200>): Higher is better; unit: PERCENT.

- [Accuracy Session 1](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Accuracy%20Session%201>): Higher is better; unit: PERCENT.

- [Accuracy Session 2](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Accuracy%20Session%202>): Higher is better; unit: PERCENT.

- [Accuracy Session 3](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Accuracy%20Session%203>): Higher is better; unit: PERCENT.

- [Accuracy Session 4](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Accuracy%20Session%204>): Higher is better; unit: PERCENT.

- [Accuracy Session 5](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Accuracy%20Session%205>): Higher is better; unit: PERCENT.

- [Accuracy Session 6](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Accuracy%20Session%206>): Higher is better; unit: PERCENT.

- [Accuracy Session 7](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Accuracy%20Session%207>): Higher is better; unit: PERCENT.

- [Accuracy Session 8](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Accuracy%20Session%208>): Higher is better; unit: PERCENT.

- [Average Accuracy (Aavg)](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Average%20Accuracy%20(Aavg)>): Higher is better; unit: PERCENT.

- [Forgetting (Delta\_last)](<https://www.sota2.com/research/sota/few-shot-class-incremental-learning-on-cifar-100-incremental-sessions-0-8-static.md?metric=Forgetting%20(Delta_last)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Accuracy Session 0 | Result date | Report paper |
| --- | --- | --- | --- |
| SAFA-SNN | 76.95 | Not recorded | 68fa7bdd1e209131cea8adee |
| TEEN | 65.68 | Not recorded | 68fa7bdd1e209131cea8adee |
| FACT | 64.03 | Not recorded | 68fa7bdd1e209131cea8adee |
| CLOSER | 56.02 | Not recorded | 68fa7bdd1e209131cea8adee |
| S3C | 49.15 | Not recorded | 68fa7bdd1e209131cea8adee |
| WARP | 46.85 | Not recorded | 68fa7bdd1e209131cea8adee |
| CEC | 12.95 | Not recorded | 68fa7bdd1e209131cea8adee |

### SAFA-SNN

Accuracy Session 0: 76.95. Result ID: 6a03089747f34ce924e6ae82.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adee.md>)

Recorded evaluation configuration: {"Backbone":"Spiking ResNet-20","Incremental Setting":"5-way 5-shot","Learning Paradigm":"Spiking"}. This record does not assert independent reproduction.

### TEEN

Accuracy Session 0: 65.68. Result ID: 6a03089747f34ce924e6ae7f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adee.md>)

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

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

Recorded evaluation configuration: {"Backbone":"Spiking ResNet-20","Incremental Setting":"5-way 5-shot","Learning Paradigm":"Spiking"}. This record does not assert independent reproduction.

### FACT

Accuracy Session 0: 64.03. Result ID: 6a03089747f34ce924e6ae7d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adee.md>)

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

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

Recorded evaluation configuration: {"Backbone":"Spiking ResNet-20","Incremental Setting":"5-way 5-shot","Learning Paradigm":"Spiking"}. This record does not assert independent reproduction.

### CLOSER

Accuracy Session 0: 56.02. Result ID: 6a03089747f34ce924e6ae81.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75221e209131cea660a6.md>)

Recorded evaluation configuration: {"Backbone":"Spiking ResNet-20","Incremental Setting":"5-way 5-shot","Learning Paradigm":"Spiking"}. This record does not assert independent reproduction.

### S3C

Accuracy Session 0: 49.15. Result ID: 6a03089747f34ce924e6ae7e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adee.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70011e209131cea48847.md>)

Recorded evaluation configuration: {"Backbone":"Spiking ResNet-20","Incremental Setting":"5-way 5-shot","Learning Paradigm":"Spiking"}. This record does not assert independent reproduction.

### WARP

Accuracy Session 0: 46.85. Result ID: 6a03089747f34ce924e6ae80.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adee.md>)

Recorded evaluation configuration: {"Backbone":"Spiking ResNet-20","Incremental Setting":"5-way 5-shot","Learning Paradigm":"Spiking"}. This record does not assert independent reproduction.

### CEC

Accuracy Session 0: 12.95. Result ID: 6a03089747f34ce924e6ae7c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7bdd1e209131cea8adee.md>)

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

Recorded evaluation configuration: {"Backbone":"Spiking ResNet-20","Incremental Setting":"5-way 5-shot","Learning Paradigm":"Spiking"}. This record does not assert independent reproduction.

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