# Image Classification on Flower (Accuracy and Accuracy Drop)

Source: [Image Classification on Flower (Accuracy and Accuracy Drop)](<https://www.sota2.com/research/sota/image-classification-on-flower-accuracy-and-accuracy-drop>)

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

Data updated: 2026-02-26T05:31:23.972Z

Evaluation of Image Classification performance on the Flower dataset, reporting standard Accuracy and Accuracy Drop 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) | Flower |
| Metric | 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

- [Accuracy](<https://www.sota2.com/research/sota/image-classification-on-flower-accuracy-and-accuracy-drop.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Accuracy Drop](<https://www.sota2.com/research/sota/image-classification-on-flower-accuracy-and-accuracy-drop.md?metric=Accuracy%20Drop>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| DeiT-Small | 97.7 | Not recorded | 69896a2ec97a0b3e3b5dc5fb |
| DeiT-Base | 97.5 | Not recorded | 69896a2ec97a0b3e3b5dc5fb |
| DeiT-Small | 97.4 | Not recorded | 69896a2ec97a0b3e3b5dc5fb |
| DeiT-Tiny | 97 | Not recorded | 69896a2ec97a0b3e3b5dc5fb |
| DeiT-Base | 97 | Not recorded | 69896a2ec97a0b3e3b5dc5fb |
| DeiT-Tiny | 95.6 | Not recorded | 69896a2ec97a0b3e3b5dc5fb |

### DeiT-Small

Accuracy: 97.7. Result ID: 6997361e5698665ec485dee9.

[Reporting paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

Recorded evaluation configuration: {"Weight Precision":"Full Precision"}. This record does not assert independent reproduction.

### DeiT-Base

Accuracy: 97.5. Result ID: 6997361e5698665ec485deeb.

[Reporting paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

Recorded evaluation configuration: {"Weight Precision":"Full Precision"}. This record does not assert independent reproduction.

### DeiT-Small

Accuracy: 97.4. Result ID: 6997361e5698665ec485deea.

[Reporting paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

Recorded evaluation configuration: {"Weight Precision":"Quantized"}. This record does not assert independent reproduction.

### DeiT-Tiny

Accuracy: 97. Result ID: 6997361e5698665ec485dee7.

[Reporting paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

Recorded evaluation configuration: {"Weight Precision":"Full Precision"}. This record does not assert independent reproduction.

### DeiT-Base

Accuracy: 97. Result ID: 6997361e5698665ec485deec.

[Reporting paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

Recorded evaluation configuration: {"Weight Precision":"Quantized"}. This record does not assert independent reproduction.

### DeiT-Tiny

Accuracy: 95.6. Result ID: 6997361e5698665ec485dee8.

[Reporting paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69896a2ec97a0b3e3b5dc5fb.md>)

Recorded evaluation configuration: {"Weight Precision":"Quantized"}. This record does not assert independent reproduction.

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