# Domain Adaptation on Bing -\> Imagenet

Source: [Domain Adaptation on Bing -\> Imagenet](<https://www.sota2.com/research/sota/domain-adaptation-on-bing-imagenet>)

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

Data updated: 2026-02-27T07:09:02.169Z

Evaluation of Domain Adaptation performance where Bing is the source domain and ImageNet is the target domain, 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 | Domain Adaptation |
| Dataset (including any stated split) | Bing -\> Imagenet |
| 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/domain-adaptation-on-bing-imagenet.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| B-Net | 75 | Not recorded | 68fa694b1e209131cea21474 |
| ATDA | 74.89 | Not recorded | 68fa694b1e209131cea21474 |
| Co+ATDA | 74.73 | Not recorded | 68fa694b1e209131cea21474 |
| TCL | 72.53 | Not recorded | 68fa694b1e209131cea21474 |
| Co+TCL | 72.33 | Not recorded | 68fa694b1e209131cea21474 |
| DANN | 72.16 | Not recorded | 68fa694b1e209131cea21474 |
| DAN | 70.29 | Not recorded | 68fa694b1e209131cea21474 |

### B-Net

Accuracy: 75. Result ID: 69a1419935dfcabb00e5d5ed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa694b1e209131cea21474.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa694b1e209131cea21474.md>)

[Implementation](<https://www.sota2.com/github.com/fengliu90/Butterfly>)

Recorded evaluation configuration: {"Source":"Bing"}. This record does not assert independent reproduction.

### ATDA

Accuracy: 74.89. Result ID: 69a1419935dfcabb00e5d5e9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa694b1e209131cea21474.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63541e209131ce9fe3d3.md>)

Recorded evaluation configuration: {"Source":"Bing"}. This record does not assert independent reproduction.

### Co+ATDA

Accuracy: 74.73. Result ID: 69a1419935dfcabb00e5d5ec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa694b1e209131cea21474.md>)

Recorded evaluation configuration: {"Source":"Bing"}. This record does not assert independent reproduction.

### TCL

Accuracy: 72.53. Result ID: 69a1419935dfcabb00e5d5ea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa694b1e209131cea21474.md>)

Recorded evaluation configuration: {"Source":"Bing"}. This record does not assert independent reproduction.

### Co+TCL

Accuracy: 72.33. Result ID: 69a1419935dfcabb00e5d5eb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa694b1e209131cea21474.md>)

Recorded evaluation configuration: {"Source":"Bing"}. This record does not assert independent reproduction.

### DANN

Accuracy: 72.16. Result ID: 69a1419935dfcabb00e5d5e8.

[Reporting paper](<https://www.sota2.com/research/paper/68fa694b1e209131cea21474.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa627d1e209131ce9f988d.md>)

Recorded evaluation configuration: {"Source":"Bing"}. This record does not assert independent reproduction.

### DAN

Accuracy: 70.29. Result ID: 69a1419935dfcabb00e5d5e7.

[Reporting paper](<https://www.sota2.com/research/paper/68fa694b1e209131cea21474.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa61e71e209131ce9f691b.md>)

Recorded evaluation configuration: {"Source":"Bing"}. This record does not assert independent reproduction.

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