# Image Classification on Human Drawings Scenes

Source: [Image Classification on Human Drawings Scenes](<https://www.sota2.com/research/sota/image-classification-on-human-drawings-scenes>)

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

Data updated: 2026-02-26T05:29:22.154Z

Evaluation of Image Classification performance on the Human Drawings Scenes 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) | Human Drawings Scenes |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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-human-drawings-scenes.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| GPT3.5 | 38 | Not recorded | 68fa71b91e209131cea52c9a |
| Davinci | 22.1 | Not recorded | 68fa71b91e209131cea52c9a |
| GPT4 | 21.2 | Not recorded | 68fa71b91e209131cea52c9a |
| Baseline \[Chance\] | 20 | Not recorded | 68fa71b91e209131cea52c9a |

### GPT3.5

Accuracy: 38. Result ID: 6991dd523a6c3148490b151f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71b91e209131cea52c9a.md>)

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

### Davinci

Accuracy: 22.1. Result ID: 6991dd523a6c3148490b151e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71b91e209131cea52c9a.md>)

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

### GPT4

Accuracy: 21.2. Result ID: 6991dd523a6c3148490b1520.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71b91e209131cea52c9a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f161e209131cea43d34.md>)

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

### Baseline \[Chance\]

Accuracy: 20. Result ID: 6991dd523a6c3148490b1521.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71b91e209131cea52c9a.md>)

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

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