# Image Classification on Places365 In-Domain

Source: [Image Classification on Places365 In-Domain](<https://www.sota2.com/research/sota/image-classification-on-places365-in-domain>)

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

Data updated: 2026-06-26T08:41:21.978Z

Evaluation of Image Classification performance on the in-domain subset of the Places365 dataset, typically measured using standard accuracy 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) | Places365 In-Domain |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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-places365-in-domain.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| OTF-CBM | 55.1 | Not recorded | 6a3e07c8206542251d7cb71b |
| DOT-CBM | 50.6 | Not recorded | 6a3e07c8206542251d7cb71b |
| CoopCBM | 48.2 | Not recorded | 6a3e07c8206542251d7cb71b |
| SparseCBM | 46.2 | Not recorded | 6a3e07c8206542251d7cb71b |
| LaBo | 45.4 | Not recorded | 6a3e07c8206542251d7cb71b |
| CEM | 45 | Not recorded | 6a3e07c8206542251d7cb71b |
| Vanilla-CBM | 44.8 | Not recorded | 6a3e07c8206542251d7cb71b |

### OTF-CBM

Accuracy: 55.1. Result ID: 6a3e3b2ffbc373592c60622a.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e07c8206542251d7cb71b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a3e07c8206542251d7cb71b.md>)

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

### DOT-CBM

Accuracy: 50.6. Result ID: 6a3e3b2ffbc373592c606229.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e07c8206542251d7cb71b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa78791e209131cea788c8.md>)

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

### CoopCBM

Accuracy: 48.2. Result ID: 6a3e3b2ffbc373592c606228.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e07c8206542251d7cb71b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71431e209131cea50388.md>)

[Implementation](<https://github.com/ivaxi0s/coop-cbm>)

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

### SparseCBM

Accuracy: 46.2. Result ID: 6a3e3b2ffbc373592c606227.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e07c8206542251d7cb71b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72d11e209131cea58b65.md>)

[Implementation](<https://github.com/Andron00e/SparseCBM>)

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

### LaBo

Accuracy: 45.4. Result ID: 6a3e3b2ffbc373592c606226.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e07c8206542251d7cb71b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f231e209131cea43f60.md>)

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

### CEM

Accuracy: 45. Result ID: 6a3e3b2ffbc373592c606225.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e07c8206542251d7cb71b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f231e209131cea43f55.md>)

[Implementation](<https://github.com/mateoespinosa/cem/>)

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

### Vanilla-CBM

Accuracy: 44.8. Result ID: 6a3e3b2ffbc373592c606224.

[Reporting paper](<https://www.sota2.com/research/paper/6a3e07c8206542251d7cb71b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68f91e209131cea1f6a0.md>)

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

Page 1 of 1. This is an index page, not the full collection.