# Image Classification on T-ImageNet

Source: [Image Classification on T-ImageNet](<https://www.sota2.com/research/sota/image-classification-on-t-imagenet>)

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

Data updated: 2026-02-27T07:39:20.047Z

Evaluation of Image Classification performance on the T-ImageNet dataset, typically measured by 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) | T-ImageNet |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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-t-imagenet.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| FRePo | 26.5 | Not recorded | 68fa6dc11e209131cea3be1c |
| FRePo | 25.4 | Not recorded | 68fa6dc11e209131cea3be1c |
| MTT | 23.2 | Not recorded | 68fa6dc11e209131cea3be1c |
| FRePo | 19.1 | Not recorded | 68fa6dc11e209131cea3be1c |
| FRePo | 15.4 | Not recorded | 68fa6dc11e209131cea3be1c |
| DM | 12.9 | Not recorded | 68fa6dc11e209131cea3be1c |
| MTT | 8.8 | Not recorded | 68fa6dc11e209131cea3be1c |
| DSA | 6.6 | Not recorded | 68fa6dc11e209131cea3be1c |
| DM | 3.9 | Not recorded | 68fa6dc11e209131cea3be1c |

### FRePo

Accuracy: 26.5. Result ID: 69a14a1e35dfcabb00e60b5d.

[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","Predictor":"KRR"}. This record does not assert independent reproduction.

### FRePo

Accuracy: 25.4. Result ID: 69a14a1e35dfcabb00e60b5c.

[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","Predictor":"NN"}. This record does not assert independent reproduction.

### MTT

Accuracy: 23.2. Result ID: 69a14a1e35dfcabb00e60b5b.

[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","Predictor":"NN"}. This record does not assert independent reproduction.

### FRePo

Accuracy: 19.1. Result ID: 69a14a1e35dfcabb00e60b59.

[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","Predictor":"KRR"}. This record does not assert independent reproduction.

### FRePo

Accuracy: 15.4. Result ID: 69a14a1e35dfcabb00e60b58.

[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","Predictor":"NN"}. This record does not assert independent reproduction.

### DM

Accuracy: 12.9. Result ID: 69a14a1e35dfcabb00e60b5a.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e924.md>)

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

### MTT

Accuracy: 8.8. Result ID: 69a14a1e35dfcabb00e60b57.

[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","Predictor":"NN"}. This record does not assert independent reproduction.

### DSA

Accuracy: 6.6. Result ID: 69a14a1e35dfcabb00e60b55.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a1e1e209131cea260e3.md>)

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

### DM

Accuracy: 3.9. Result ID: 69a14a1e35dfcabb00e60b56.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e3d1e209131cea3e924.md>)

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

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