# Image Classification on Tiny-ImageNet (ACC, WSR)

Source: [Image Classification on Tiny-ImageNet (ACC, WSR)](<https://www.sota2.com/research/sota/image-classification-on-tiny-imagenet-acc-wsr>)

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

Data updated: 2026-06-11T10:26:32.408Z

Evaluation of Image Classification performance on the Tiny-ImageNet dataset, reporting Accuracy (ACC) and WSR metrics.

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) | Tiny-ImageNet |
| Metric | ACC |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 10 of 10 |
| 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

- [ACC](<https://www.sota2.com/research/sota/image-classification-on-tiny-imagenet-acc-wsr.md?metric=ACC>): Higher is better; unit: PERCENT.

- [WSR](<https://www.sota2.com/research/sota/image-classification-on-tiny-imagenet-acc-wsr.md?metric=WSR>): Higher is better; unit: PERCENT.

## Recorded results

| Method | ACC | Result date | Report paper |
| --- | --- | --- | --- |
| SSW-P | 50.63 | Not recorded | 6a2a4137d33dfb23e783944d |
| SSW-S | 50.34 | Not recorded | 6a2a4137d33dfb23e783944d |
| Content | 50.15 | Not recorded | 6a2a4137d33dfb23e783944d |
| EWE | 50.15 | Not recorded | 6a2a4137d33dfb23e783944d |
| SSW-P | 50.15 | Not recorded | 6a2a4137d33dfb23e783944d |
| SSW-S | 50.15 | Not recorded | 6a2a4137d33dfb23e783944d |
| T2S | 50.15 | Not recorded | 6a2a4137d33dfb23e783944d |
| T2S | 50.01 | Not recorded | 6a2a4137d33dfb23e783944d |
| EWE | 49.92 | Not recorded | 6a2a4137d33dfb23e783944d |
| Content | 49.76 | Not recorded | 6a2a4137d33dfb23e783944d |

### SSW-P

ACC: 50.63. Result ID: 6a2a8cfefbc373592c286021.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

Recorded evaluation configuration: {"Watermarking Status":"Watermarked"}. This record does not assert independent reproduction.

### SSW-S

ACC: 50.34. Result ID: 6a2a8cfefbc373592c286023.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

Recorded evaluation configuration: {"Watermarking Status":"Watermarked"}. This record does not assert independent reproduction.

### Content

ACC: 50.15. Result ID: 6a2a8cfefbc373592c28601c.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

Recorded evaluation configuration: {"Watermarking Status":"No-watermark"}. This record does not assert independent reproduction.

### EWE

ACC: 50.15. Result ID: 6a2a8cfefbc373592c28601e.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa694c1e209131cea21565.md>)

Recorded evaluation configuration: {"Watermarking Status":"No-watermark"}. This record does not assert independent reproduction.

### SSW-P

ACC: 50.15. Result ID: 6a2a8cfefbc373592c286020.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

Recorded evaluation configuration: {"Watermarking Status":"No-watermark"}. This record does not assert independent reproduction.

### SSW-S

ACC: 50.15. Result ID: 6a2a8cfefbc373592c286022.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

Recorded evaluation configuration: {"Watermarking Status":"No-watermark"}. This record does not assert independent reproduction.

### T2S

ACC: 50.15. Result ID: 6a2a8cfefbc373592c286024.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

Recorded evaluation configuration: {"Watermarking Status":"No-watermark"}. This record does not assert independent reproduction.

### T2S

ACC: 50.01. Result ID: 6a2a8cfefbc373592c286025.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

Recorded evaluation configuration: {"Watermarking Status":"Watermarked"}. This record does not assert independent reproduction.

### EWE

ACC: 49.92. Result ID: 6a2a8cfefbc373592c28601f.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa694c1e209131cea21565.md>)

Recorded evaluation configuration: {"Watermarking Status":"Watermarked"}. This record does not assert independent reproduction.

### Content

ACC: 49.76. Result ID: 6a2a8cfefbc373592c28601d.

[Reporting paper](<https://www.sota2.com/research/paper/6a2a4137d33dfb23e783944d.md>)

Recorded evaluation configuration: {"Watermarking Status":"Watermarked"}. This record does not assert independent reproduction.

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