# Image Classification on CIFAR100 (CA and ASR(N) Metrics)

Source: [Image Classification on CIFAR100 (CA and ASR(N) Metrics)](<https://www.sota2.com/research/sota/image-classification-on-cifar100-ca-and-asr-n-metrics>)

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

Data updated: 2026-06-12T06:42:10.463Z

Evaluation of Image Classification performance on the CIFAR-100 dataset, reporting Classification Accuracy (CA) and Average Subclass Recall (ASR(N)).

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) | CIFAR100 |
| Metric | Accuracy (CA) |
| 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 (CA)](<https://www.sota2.com/research/sota/image-classification-on-cifar100-ca-and-asr-n-metrics.md?metric=Accuracy%20(CA)>): Higher is better; unit: PERCENT.

- [Average Subclass Recall (ASR(N))](<https://www.sota2.com/research/sota/image-classification-on-cifar100-ca-and-asr-n-metrics.md?metric=Average%20Subclass%20Recall%20(ASR(N))>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy (CA) | Result date | Report paper |
| --- | --- | --- | --- |
| Individual | 83.56 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| TA | 68.03 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| LFPM | 68 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| SAU | 53.92 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| PAM | 51.91 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| SAM | 40.61 | Not recorded | 6a2b9264d33dfb23e783ae73 |
| IBVS | 36.87 | Not recorded | 6a2b9264d33dfb23e783ae73 |

### Individual

Accuracy (CA): 83.56. Result ID: 6a2baa3cfbc373592c295ea3.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

Recorded evaluation configuration: {"Attack Setting":"BadMerging"}. This record does not assert independent reproduction.

### TA

Accuracy (CA): 68.03. Result ID: 6a2baa3cfbc373592c295ea4.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ef01e209131cea43012.md>)

Recorded evaluation configuration: {"Attack Setting":"BadMerging"}. This record does not assert independent reproduction.

### LFPM

Accuracy (CA): 68. Result ID: 6a2baa3cfbc373592c295ea9.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

Recorded evaluation configuration: {"Attack Setting":"BadMerging"}. This record does not assert independent reproduction.

### SAU

Accuracy (CA): 53.92. Result ID: 6a2baa3cfbc373592c295ea6.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70171e209131cea48ea5.md>)

Recorded evaluation configuration: {"Attack Setting":"BadMerging"}. This record does not assert independent reproduction.

### PAM

Accuracy (CA): 51.91. Result ID: 6a2baa3cfbc373592c295ea8.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa753e1e209131cea66bbb.md>)

Recorded evaluation configuration: {"Attack Setting":"BadMerging"}. This record does not assert independent reproduction.

### SAM

Accuracy (CA): 40.61. Result ID: 6a2baa3cfbc373592c295ea7.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69d81e209131cea248fb.md>)

[Implementation](<https://github.com/google-research/sam>)

Recorded evaluation configuration: {"Attack Setting":"BadMerging"}. This record does not assert independent reproduction.

### IBVS

Accuracy (CA): 36.87. Result ID: 6a2baa3cfbc373592c295ea5.

[Reporting paper](<https://www.sota2.com/research/paper/6a2b9264d33dfb23e783ae73.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7c071e209131cea8bf4b.md>)

Recorded evaluation configuration: {"Attack Setting":"BadMerging"}. This record does not assert independent reproduction.

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