# Image Classification on CIFAR10-5 SSCL New Class

Source: [Image Classification on CIFAR10-5 SSCL New Class](<https://www.sota2.com/research/sota/image-classification-on-cifar10-5-sscl-new-class>)

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

Data updated: 2026-02-26T06:06:04.990Z

Evaluation of Image Classification performance on the CIFAR10-5 SSCL New Class dataset variant.

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) | CIFAR10-5 SSCL New Class |
| Metric | Task 1 Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [Task 1 Accuracy](<https://www.sota2.com/research/sota/image-classification-on-cifar10-5-sscl-new-class.md?metric=Task%201%20Accuracy>): Higher is better; unit: PERCENT.

- [Task 2 Accuracy](<https://www.sota2.com/research/sota/image-classification-on-cifar10-5-sscl-new-class.md?metric=Task%202%20Accuracy>): Higher is better; unit: PERCENT.

- [Task 3 Accuracy](<https://www.sota2.com/research/sota/image-classification-on-cifar10-5-sscl-new-class.md?metric=Task%203%20Accuracy>): Higher is better; unit: PERCENT.

- [Task 4 Accuracy](<https://www.sota2.com/research/sota/image-classification-on-cifar10-5-sscl-new-class.md?metric=Task%204%20Accuracy>): Higher is better; unit: PERCENT.

- [Task 5 Accuracy](<https://www.sota2.com/research/sota/image-classification-on-cifar10-5-sscl-new-class.md?metric=Task%205%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Task 1 Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SMB | 95.78 | Not recorded | 68fa6bd61e209131cea30770 |
| SMB+UMB+UC | 95.67 | Not recorded | 68fa6bd61e209131cea30770 |
| ORDisCo | 95.6 | Not recorded | 68fa6bd61e209131cea30770 |
| SMB+UMB | 95.5 | Not recorded | 68fa6bd61e209131cea30770 |

### SMB

Task 1 Accuracy: 95.78. Result ID: 698ea469ffc3901de09f6481.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bd61e209131cea30770.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa634e1e209131ce9fded4.md>)

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

### SMB+UMB+UC

Task 1 Accuracy: 95.67. Result ID: 698ea469ffc3901de09f6483.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bd61e209131cea30770.md>)

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

### ORDisCo

Task 1 Accuracy: 95.6. Result ID: 698ea469ffc3901de09f6484.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bd61e209131cea30770.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bd61e209131cea30770.md>)

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

### SMB+UMB

Task 1 Accuracy: 95.5. Result ID: 698ea469ffc3901de09f6482.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6bd61e209131cea30770.md>)

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

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