# Image Classification on CIFAR100 0.6

Source: [Image Classification on CIFAR100 0.6](<https://www.sota2.com/research/sota/image-classification-on-cifar100-0-6>)

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

Data updated: 2026-02-26T05:26:58.575Z

Evaluation of standard Image Classification performance on the CIFAR-100 dataset, version 0.6, reporting global (Acc\_g) and per-class (Acc\_p) accuracy metrics.

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 0.6 |
| Metric | Acc\_g |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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

- [Acc\_g](<https://www.sota2.com/research/sota/image-classification-on-cifar100-0-6.md?metric=Acc_g>): Higher is better; unit: PERCENT.

- [Acc\_p](<https://www.sota2.com/research/sota/image-classification-on-cifar100-0-6.md?metric=Acc_p>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Acc\_g | Result date | Report paper |
| --- | --- | --- | --- |
| Flow | 39.7 | Not recorded | 68fa72291e209131cea54dff |
| PARTIALFED | 37.72 | Not recorded | 68fa72291e209131cea54dff |
| APFL | 36.37 | Not recorded | 68fa72291e209131cea54dff |
| DITTO | 35.11 | Not recorded | 68fa72291e209131cea54dff |
| LGFEDAVG | 35.01 | Not recorded | 68fa72291e209131cea54dff |
| HYPCLUSTER | 34.76 | Not recorded | 68fa72291e209131cea54dff |
| FEDAVG | 31.15 | Not recorded | 68fa72291e209131cea54dff |
| FEDAVGFT | 31.15 | Not recorded | 68fa72291e209131cea54dff |
| KNNPER | 30.66 | Not recorded | 68fa72291e209131cea54dff |
| LOCAL | 30.33 | Not recorded | 68fa72291e209131cea54dff |
| FEDREP | 28.42 | Not recorded | 68fa72291e209131cea54dff |

### Flow

Acc\_g: 39.7. Result ID: 6992080a3a6c3148490c2903.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Implementation](<https://github.com/Astuary/Flow>)

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

### PARTIALFED

Acc\_g: 37.72. Result ID: 6992080a3a6c3148490c28fd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

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

### APFL

Acc\_g: 36.37. Result ID: 6992080a3a6c3148490c28fe.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68a71e209131cea1d770.md>)

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

### DITTO

Acc\_g: 35.11. Result ID: 6992080a3a6c3148490c28ff.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a2d1e209131cea269df.md>)

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

### LGFEDAVG

Acc\_g: 35.01. Result ID: 6992080a3a6c3148490c2901.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67e81e209131cea190ee.md>)

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

### HYPCLUSTER

Acc\_g: 34.76. Result ID: 6992080a3a6c3148490c2902.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67f91e209131cea198d8.md>)

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

### FEDAVG

Acc\_g: 31.15. Result ID: 6992080a3a6c3148490c28fa.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e761e209131cea40072.md>)

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

### FEDAVGFT

Acc\_g: 31.15. Result ID: 6992080a3a6c3148490c28fb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ca51e209131cea35364.md>)

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

### KNNPER

Acc\_g: 30.66. Result ID: 6992080a3a6c3148490c28fc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6cd91e209131cea363f8.md>)

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

### LOCAL

Acc\_g: 30.33. Result ID: 6992080a3a6c3148490c28f9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

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

### FEDREP

Acc\_g: 28.42. Result ID: 6992080a3a6c3148490c2900.

[Reporting paper](<https://www.sota2.com/research/paper/68fa72291e209131cea54dff.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5a3d1e209131ce9be169.md>)

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

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