# Image Classification on CIFAR-100 5

Source: [Image Classification on CIFAR-100 5](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-5>)

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

Data updated: 2026-05-21T11:48:18.973Z

Evaluation of Image Classification performance on the CIFAR-100 5 configuration, reporting episodic metrics D\_tar,1 through D\_tar,5.

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 5 |
| Metric | D\_tar,1 |
| Unit | SCALAR |
| 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

- [D\_tar,1](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-5.md?metric=D_tar%2C1>): Higher is better; unit: SCALAR.

- [D\_tar,2](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-5.md?metric=D_tar%2C2>): Higher is better; unit: SCALAR.

- [D\_tar,3](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-5.md?metric=D_tar%2C3>): Higher is better; unit: SCALAR.

- [D\_tar,4](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-5.md?metric=D_tar%2C4>): Higher is better; unit: SCALAR.

- [D\_tar,5](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-5.md?metric=D_tar%2C5>): Higher is better; unit: SCALAR.

- [Average Score](<https://www.sota2.com/research/sota/image-classification-on-cifar-100-5.md?metric=Average%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | D\_tar,1 | Result date | Report paper |
| --- | --- | --- | --- |
| Tunable MAGMAX | 0.85 | Not recorded | 6a0e9173f984739ed67389bc |
| TIES-Merging | 0.83 | Not recorded | 6a0e9173f984739ed67389bc |
| MAGMAX | 0.83 | Not recorded | 6a0e9173f984739ed67389bc |
| Baseline | 0.82 | Not recorded | 6a0e9173f984739ed67389bc |
| Random Mix | 0.82 | Not recorded | 6a0e9173f984739ed67389bc |
| Average | 0.82 | Not recorded | 6a0e9173f984739ed67389bc |
| Tunable MAGMAX | 0.81 | Not recorded | 6a0e9173f984739ed67389bc |

### Tunable MAGMAX

D\_tar,1: 0.85. Result ID: 6a0ef0fcfbc373592c0747b8.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e9173f984739ed67389bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0e9173f984739ed67389bc.md>)

Recorded evaluation configuration: {"Tuning Strategy":"Label"}. This record does not assert independent reproduction.

### TIES-Merging

D\_tar,1: 0.83. Result ID: 6a0ef0fcfbc373592c0747b5.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e9173f984739ed67389bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71091e209131cea4ecd8.md>)

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

### MAGMAX

D\_tar,1: 0.83. Result ID: 6a0ef0fcfbc373592c0747b6.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e9173f984739ed67389bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74521e209131cea610c2.md>)

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

### Baseline

D\_tar,1: 0.82. Result ID: 6a0ef0fcfbc373592c0747b2.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e9173f984739ed67389bc.md>)

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

### Random Mix

D\_tar,1: 0.82. Result ID: 6a0ef0fcfbc373592c0747b3.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e9173f984739ed67389bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74521e209131cea610c2.md>)

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

### Average

D\_tar,1: 0.82. Result ID: 6a0ef0fcfbc373592c0747b4.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e9173f984739ed67389bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ce11e209131cea3679c.md>)

[Implementation](<https://github.com/mlfoundations/model-soups>)

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

### Tunable MAGMAX

D\_tar,1: 0.81. Result ID: 6a0ef0fcfbc373592c0747b7.

[Reporting paper](<https://www.sota2.com/research/paper/6a0e9173f984739ed67389bc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0e9173f984739ed67389bc.md>)

Recorded evaluation configuration: {"Tuning Strategy":"OT"}. This record does not assert independent reproduction.

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