# Image Classification on Office+Caltech D -\> C

Source: [Image Classification on Office+Caltech D -\> C](<https://www.sota2.com/research/sota/image-classification-on-office-plus-caltech-d-c>)

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

Data updated: 2026-02-26T05:27:12.917Z

Evaluation of Image Classification performance for the specific domain transfer from the 'D' source domain to the 'C' target domain within the Office+Caltech benchmark setup.

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) | Office+Caltech D -\> C |
| Metric | Accuracy |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/image-classification-on-office-plus-caltech-d-c.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| SCA | 32.32 | Not recorded | 68fa62a31e209131ce9fa794 |
| SA | 31.17 | Not recorded | 68fa62a31e209131ce9fa794 |
| TJM | 30.72 | Not recorded | 68fa62a31e209131ce9fa794 |
| GFK | 29.12 | Not recorded | 68fa62a31e209131ce9fa794 |
| TSC | 28.59 | Not recorded | 68fa62a31e209131ce9fa794 |
| TCA | 28.05 | Not recorded | 68fa62a31e209131ce9fa794 |
| SSTCA | 28.05 | Not recorded | 68fa62a31e209131ce9fa794 |
| KPCA | 27.78 | Not recorded | 68fa62a31e209131ce9fa794 |
| uSCA | 27.78 | Not recorded | 68fa62a31e209131ce9fa794 |
| Raw | 26.27 | Not recorded | 68fa62a31e209131ce9fa794 |

### SCA

Accuracy: 32.32. Result ID: 698bde94ecace47ef5596582.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

### SA

Accuracy: 31.17. Result ID: 698bde94ecace47ef559657f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

### TJM

Accuracy: 30.72. Result ID: 698bde94ecace47ef5596580.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

### GFK

Accuracy: 29.12. Result ID: 698bde94ecace47ef559657d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

### TSC

Accuracy: 28.59. Result ID: 698bde94ecace47ef559657e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

### TCA

Accuracy: 28.05. Result ID: 698bde94ecace47ef559657b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

### SSTCA

Accuracy: 28.05. Result ID: 698bde94ecace47ef559657c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

### KPCA

Accuracy: 27.78. Result ID: 698bde94ecace47ef559657a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

### uSCA

Accuracy: 27.78. Result ID: 698bde94ecace47ef5596581.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

### Raw

Accuracy: 26.27. Result ID: 698bde94ecace47ef5596579.

[Reporting paper](<https://www.sota2.com/research/paper/68fa62a31e209131ce9fa794.md>)

Recorded evaluation configuration: {"Features":"SURF-BoW","Base Classifier":"1NN"}. This record does not assert independent reproduction.

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