# Image Classification on Spawrious M2M-Hard (test)

Source: [Image Classification on Spawrious M2M-Hard (test)](<https://www.sota2.com/research/sota/image-classification-on-spawrious-m2m-hard-test>)

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

Data updated: 2026-06-04T08:08:34.208Z

Evaluation of Image Classification performance on the test split of the Spawrious M2M-Hard subset, reporting Worst-Group Accuracy.

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) | Spawrious M2M-Hard (test) |
| Metric | Worst-Group Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Worst-Group Accuracy](<https://www.sota2.com/research/sota/image-classification-on-spawrious-m2m-hard-test.md?metric=Worst-Group%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Worst-Group Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| DFR | 73.9 | Not recorded | 6a21065cc10484bac23efe91 |
| DFR | 72.3 | Not recorded | 6a21065cc10484bac23efe91 |
| DFR | 69.7 | Not recorded | 6a21065cc10484bac23efe91 |
| DFR + A^2 | 64.6 | Not recorded | 6a21065cc10484bac23efe91 |
| A^2\_LR cross-model | 64.6 | Not recorded | 6a21065cc10484bac23efe91 |
| DFR | 49.9 | Not recorded | 6a21065cc10484bac23efe91 |

### DFR

Worst-Group Accuracy: 73.9. Result ID: 6a213221fbc373592c1c9cf6.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065cc10484bac23efe91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fe41e209131cea47f22.md>)

Recorded evaluation configuration: {"Configuration":"DFR","Backbone":"ViT-G (1.1B)"}. This record does not assert independent reproduction.

### DFR

Worst-Group Accuracy: 72.3. Result ID: 6a213221fbc373592c1c9cf5.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065cc10484bac23efe91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fe41e209131cea47f22.md>)

Recorded evaluation configuration: {"Configuration":"DFR","Backbone":"ViT-L (300M)"}. This record does not assert independent reproduction.

### DFR

Worst-Group Accuracy: 69.7. Result ID: 6a213221fbc373592c1c9cf4.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065cc10484bac23efe91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fe41e209131cea47f22.md>)

Recorded evaluation configuration: {"Configuration":"DFR","Backbone":"ViT-B (86M)"}. This record does not assert independent reproduction.

### DFR + A^2

Worst-Group Accuracy: 64.6. Result ID: 6a213221fbc373592c1c9cf3.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065cc10484bac23efe91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a21065cc10484bac23efe91.md>)

Recorded evaluation configuration: {"Configuration":"DFR + A^2","Backbone":"ViT-S (21M)"}. This record does not assert independent reproduction.

### A^2\_LR cross-model

Worst-Group Accuracy: 64.6. Result ID: 6a213221fbc373592c1c9cf7.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065cc10484bac23efe91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a21065cc10484bac23efe91.md>)

Recorded evaluation configuration: {"Configuration":"A^2\_LR cross-model","Backbone":"ViT-S × ViT-G"}. This record does not assert independent reproduction.

### DFR

Worst-Group Accuracy: 49.9. Result ID: 6a213221fbc373592c1c9cf2.

[Reporting paper](<https://www.sota2.com/research/paper/6a21065cc10484bac23efe91.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6fe41e209131cea47f22.md>)

Recorded evaluation configuration: {"Configuration":"DFR","Backbone":"ViT-S (21M)"}. This record does not assert independent reproduction.

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