# Image Classification on CIFAR-100 Phase 3 Dtg

Source: [Image Classification on CIFAR-100 Phase 3 Dtg](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-phase-3-dtg>)

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

Data updated: 2026-04-23T08:03:23.232Z

Evaluation of Image Classification performance on the CIFAR-100 Phase 3 Dtg dataset split.

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) | CIFAR-100 Phase 3 Dtg |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-phase-3-dtg.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| NegGrad | 65.39 | Not recorded | 69e85b9e7d0172140ec80f6f |
| BndShrink | 36.72 | Not recorded | 69e85b9e7d0172140ec80f6f |
| SALUN | 16.78 | Not recorded | 69e85b9e7d0172140ec80f6f |
| SSD | 3.39 | Not recorded | 69e85b9e7d0172140ec80f6f |
| SCRUB | 1.17 | Not recorded | 69e85b9e7d0172140ec80f6f |
| Retrain | 0 | Not recorded | 69e85b9e7d0172140ec80f6f |
| Finetune | 0 | Not recorded | 69e85b9e7d0172140ec80f6f |
| SAFER | 0 | Not recorded | 69e85b9e7d0172140ec80f6f |

### NegGrad

Accuracy: 65.39. Result ID: 69e9d24947f34ce924d0ce76.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b9e7d0172140ec80f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67551e209131cea158d5.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction.

### BndShrink

Accuracy: 36.72. Result ID: 69e9d24947f34ce924d0ce75.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b9e7d0172140ec80f6f.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction.

### SALUN

Accuracy: 16.78. Result ID: 69e9d24947f34ce924d0ce73.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b9e7d0172140ec80f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72cd1e209131cea5888f.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction.

### SSD

Accuracy: 3.39. Result ID: 69e9d24947f34ce924d0ce74.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b9e7d0172140ec80f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa717d1e209131cea51995.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction.

### SCRUB

Accuracy: 1.17. Result ID: 69e9d24947f34ce924d0ce72.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b9e7d0172140ec80f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71011e209131cea4e7b9.md>)

[Implementation](<https://github.com/Meghdad92/SCRUB>)

Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction.

### Retrain

Accuracy: 0. Result ID: 69e9d24947f34ce924d0ce71.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b9e7d0172140ec80f6f.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction.

### Finetune

Accuracy: 0. Result ID: 69e9d24947f34ce924d0ce77.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b9e7d0172140ec80f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67551e209131cea158d5.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction.

### SAFER

Accuracy: 0. Result ID: 69e9d24947f34ce924d0ce78.

[Reporting paper](<https://www.sota2.com/research/paper/69e85b9e7d0172140ec80f6f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69e85b9e7d0172140ec80f6f.md>)

Recorded evaluation configuration: {"Backbone":"ResNet-18"}. This record does not assert independent reproduction.

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