# Image Classification on MIT Indoor 67

Source: [Image Classification on MIT Indoor 67](<https://www.sota2.com/research/sota/image-classification-on-mit-indoor-67>)

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

Data updated: 2026-03-31T12:33:34.589Z

Evaluation of Image Classification performance on the MIT Indoor 67 dataset, reporting standard accuracy alongside VLMScore, FaceSim, TextSim, and Race Entropy 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) | MIT Indoor 67 |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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-mit-indoor-67.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [VLMScore](<https://www.sota2.com/research/sota/image-classification-on-mit-indoor-67.md?metric=VLMScore>): Higher is better; unit: SCALAR.

- [FaceSim](<https://www.sota2.com/research/sota/image-classification-on-mit-indoor-67.md?metric=FaceSim>): Higher is better; unit: PERCENT.

- [TextSim](<https://www.sota2.com/research/sota/image-classification-on-mit-indoor-67.md?metric=TextSim>): Higher is better; unit: PERCENT.

- [Race Entropy](<https://www.sota2.com/research/sota/image-classification-on-mit-indoor-67.md?metric=Race%20Entropy>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| DeepPrivacy2 | 84.03 | Not recorded | 69cb55850636e5bf4afca46f |
| FaceAnonSimple | 84.03 | Not recorded | 69cb55850636e5bf4afca46f |
| Raw Images | 83.881 | Not recorded | 69cb55850636e5bf4afca46f |
| Unsafe2Safe (FE) | 80.746 | Not recorded | 69cb55850636e5bf4afca46f |
| Unsafe2Safe (FE) | 80.746 | Not recorded | 69cb55850636e5bf4afca46f |
| Unsafe2Safe (FE) | 80.448 | Not recorded | 69cb55850636e5bf4afca46f |
| Unsafe2Safe (FE) | 79.925 | Not recorded | 69cb55850636e5bf4afca46f |
| Unsafe2Safe (FE) | 77.09 | Not recorded | 69cb55850636e5bf4afca46f |

### DeepPrivacy2

Accuracy: 84.03. Result ID: 69cbbf1c47f34ce924b560cc.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e001e209131cea3d52c.md>)

Recorded evaluation configuration: {"Text Prior":"None"}. This record does not assert independent reproduction.

### FaceAnonSimple

Accuracy: 84.03. Result ID: 69cbbf1c47f34ce924b560cd.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa758e1e209131cea68968.md>)

Recorded evaluation configuration: {"Text Prior":"None"}. This record does not assert independent reproduction.

### Raw Images

Accuracy: 83.881. Result ID: 69cbbf1c47f34ce924b560c6.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

Recorded evaluation configuration: {"Text Prior":"None"}. This record does not assert independent reproduction.

### Unsafe2Safe (FE)

Accuracy: 80.746. Result ID: 69cbbf1c47f34ce924b560c9.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

Recorded evaluation configuration: {"Text Prior":"cpublic","Editor":"FlowEdit (FE)"}. This record does not assert independent reproduction.

### Unsafe2Safe (FE)

Accuracy: 80.746. Result ID: 69cbbf1c47f34ce924b560cb.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

Recorded evaluation configuration: {"Text Prior":"LLM (cedit, cpublic)","Editor":"FlowEdit (FE)"}. This record does not assert independent reproduction.

### Unsafe2Safe (FE)

Accuracy: 80.448. Result ID: 69cbbf1c47f34ce924b560c8.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

Recorded evaluation configuration: {"Text Prior":"class","Editor":"FlowEdit (FE)"}. This record does not assert independent reproduction.

### Unsafe2Safe (FE)

Accuracy: 79.925. Result ID: 69cbbf1c47f34ce924b560c7.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

Recorded evaluation configuration: {"Text Prior":"cprivate","Editor":"FlowEdit (FE)"}. This record does not assert independent reproduction.

### Unsafe2Safe (FE)

Accuracy: 77.09. Result ID: 69cbbf1c47f34ce924b560ca.

[Reporting paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69cb55850636e5bf4afca46f.md>)

Recorded evaluation configuration: {"Text Prior":"cedit","Editor":"FlowEdit (FE)"}. This record does not assert independent reproduction.

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