# Image Classification on ImageWoof 128x128

Source: [Image Classification on ImageWoof 128x128](<https://www.sota2.com/research/sota/image-classification-on-imagewoof-128x128>)

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

Data updated: 2026-02-27T07:39:20.752Z

Evaluation of Image Classification performance on the ImageWoof 128x128 dataset, reporting Top-1 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) | ImageWoof 128x128 |
| Metric | Top-1 Acc |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 13 of 13 |
| 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

- [Top-1 Acc](<https://www.sota2.com/research/sota/image-classification-on-imagewoof-128x128.md?metric=Top-1%20Acc>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Top-1 Acc | Result date | Report paper |
| --- | --- | --- | --- |
| Full Dataset | 74.4 | Not recorded | 68fa6dc11e209131cea3be1c |
| FRePo | 42.2 | Not recorded | 68fa6dc11e209131cea3be1c |
| FRePo | 42.2 | Not recorded | 68fa6dc11e209131cea3be1c |
| MTT | 35.8 | Not recorded | 68fa6dc11e209131cea3be1c |
| MTT | 35.8 | Not recorded | 68fa6dc11e209131cea3be1c |
| FRePo | 29.7 | Not recorded | 68fa6dc11e209131cea3be1c |
| FRePo | 29.7 | Not recorded | 68fa6dc11e209131cea3be1c |
| MTT | 28.6 | Not recorded | 68fa6dc11e209131cea3be1c |
| MTT | 28.6 | Not recorded | 68fa6dc11e209131cea3be1c |
| Random Subset | 27 | Not recorded | 68fa6dc11e209131cea3be1c |
| Random Subset | 27 | Not recorded | 68fa6dc11e209131cea3be1c |
| Random Subset | 14.2 | Not recorded | 68fa6dc11e209131cea3be1c |
| Random Subset | 14.2 | Not recorded | 68fa6dc11e209131cea3be1c |

### Full Dataset

Top-1 Acc: 74.4. Result ID: 69a14a1e35dfcabb00e60a23.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

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

### FRePo

Top-1 Acc: 42.2. Result ID: 69a14a1e35dfcabb00e60a22.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Implementation](<https://github.com/yongchao97/FRePo>)

Recorded evaluation configuration: {"Img/Cls":"10"}. This record does not assert independent reproduction.

### FRePo

Top-1 Acc: 42.2. Result ID: 69a14a1e35dfcabb00e60a34.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Implementation](<https://github.com/yongchao97/FRePo>)

Recorded evaluation configuration: {"Img/Cls":"10"}. This record does not assert independent reproduction.

### MTT

Top-1 Acc: 35.8. Result ID: 69a14a1e35dfcabb00e60a20.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31ba0.md>)

Recorded evaluation configuration: {"Img/Cls":"10"}. This record does not assert independent reproduction.

### MTT

Top-1 Acc: 35.8. Result ID: 69a14a1e35dfcabb00e60a32.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31ba0.md>)

Recorded evaluation configuration: {"Img/Cls":"10"}. This record does not assert independent reproduction.

### FRePo

Top-1 Acc: 29.7. Result ID: 69a14a1e35dfcabb00e60a21.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Implementation](<https://github.com/yongchao97/FRePo>)

Recorded evaluation configuration: {"Img/Cls":"1"}. This record does not assert independent reproduction.

### FRePo

Top-1 Acc: 29.7. Result ID: 69a14a1e35dfcabb00e60a33.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Implementation](<https://github.com/yongchao97/FRePo>)

Recorded evaluation configuration: {"Img/Cls":"1"}. This record does not assert independent reproduction.

### MTT

Top-1 Acc: 28.6. Result ID: 69a14a1e35dfcabb00e60a1f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31ba0.md>)

Recorded evaluation configuration: {"Img/Cls":"1"}. This record does not assert independent reproduction.

### MTT

Top-1 Acc: 28.6. Result ID: 69a14a1e35dfcabb00e60a31.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c0d1e209131cea31ba0.md>)

Recorded evaluation configuration: {"Img/Cls":"1"}. This record does not assert independent reproduction.

### Random Subset

Top-1 Acc: 27. Result ID: 69a14a1e35dfcabb00e60a1e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

Recorded evaluation configuration: {"Img/Cls":"10"}. This record does not assert independent reproduction.

### Random Subset

Top-1 Acc: 27. Result ID: 69a14a1e35dfcabb00e60a30.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

Recorded evaluation configuration: {"Img/Cls":"10"}. This record does not assert independent reproduction.

### Random Subset

Top-1 Acc: 14.2. Result ID: 69a14a1e35dfcabb00e60a1d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

Recorded evaluation configuration: {"Img/Cls":"1"}. This record does not assert independent reproduction.

### Random Subset

Top-1 Acc: 14.2. Result ID: 69a14a1e35dfcabb00e60a2f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dc11e209131cea3be1c.md>)

Recorded evaluation configuration: {"Img/Cls":"1"}. This record does not assert independent reproduction.

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