# Image Regression on UTKFaces Out-of-distribution

Source: [Image Regression on UTKFaces Out-of-distribution](<https://www.sota2.com/research/sota/image-regression-on-utkfaces-out-of-distribution>)

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

Data updated: 2026-07-07T10:11:01.254Z

Evaluation of image regression performance on the UTKFaces Out-of-distribution dataset, reporting interval width.

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 Regression |
| Dataset (including any stated split) | UTKFaces Out-of-distribution |
| Metric | Interval Width |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 28 of 28 |
| 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

- [Interval Width](<https://www.sota2.com/research/sota/image-regression-on-utkfaces-out-of-distribution.md?metric=Interval%20Width>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Interval Width | Result date | Report paper |
| --- | --- | --- | --- |
| RoBAS-Full | 2.452 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| RoBAS-EB | 2.457 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| DTA | 2.463 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| RoBAS-EB | 2.67 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| DTA | 2.674 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| RoBAS-Full | 2.702 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| RoBAS-EB | 2.716 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| DTA | 2.726 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| RoBAS-Full | 2.782 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| RoBAS-Full | 2.864 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| RoBAS-EB | 2.901 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| DTA | 2.919 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| NNG | 4.677 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| NNG | 4.885 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| NNG | 4.998 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| NNG | 5.022 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| CQR | 7.169 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| CQR | 7.241 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| CQR | 7.42 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| CQR | 7.454 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| DTO | 7.554 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| LOCAL | 7.558 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| DTO | 7.717 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| LOCAL | 7.728 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| LOCAL | 7.839 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| LOCAL | 7.847 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| DTO | 7.861 | Not recorded | 6a4c882c85dba69fef8b2b01 |
| DTO | 7.87 | Not recorded | 6a4c882c85dba69fef8b2b01 |

### RoBAS-Full

Interval Width: 2.452. Result ID: 6a4cd0a060b88bb339ca48f5.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction.

### RoBAS-EB

Interval Width: 2.457. Result ID: 6a4cd0a060b88bb339ca48f9.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction.

### DTA

Interval Width: 2.463. Result ID: 6a4cd0a060b88bb339ca48e5.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction.

### RoBAS-EB

Interval Width: 2.67. Result ID: 6a4cd0a060b88bb339ca48f6.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction.

### DTA

Interval Width: 2.674. Result ID: 6a4cd0a060b88bb339ca48e2.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction.

### RoBAS-Full

Interval Width: 2.702. Result ID: 6a4cd0a060b88bb339ca48f4.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction.

### RoBAS-EB

Interval Width: 2.716. Result ID: 6a4cd0a060b88bb339ca48f8.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction.

### DTA

Interval Width: 2.726. Result ID: 6a4cd0a060b88bb339ca48e4.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction.

### RoBAS-Full

Interval Width: 2.782. Result ID: 6a4cd0a060b88bb339ca48f2.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction.

### RoBAS-Full

Interval Width: 2.864. Result ID: 6a4cd0a060b88bb339ca48f3.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction.

### RoBAS-EB

Interval Width: 2.901. Result ID: 6a4cd0a060b88bb339ca48f7.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction.

### DTA

Interval Width: 2.919. Result ID: 6a4cd0a060b88bb339ca48e3.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction.

### NNG

Interval Width: 4.677. Result ID: 6a4cd0a060b88bb339ca48e9.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7e601e209131cea962e6.md>)

Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction.

### NNG

Interval Width: 4.885. Result ID: 6a4cd0a060b88bb339ca48e8.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7e601e209131cea962e6.md>)

Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction.

### NNG

Interval Width: 4.998. Result ID: 6a4cd0a060b88bb339ca48e6.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7e601e209131cea962e6.md>)

Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction.

### NNG

Interval Width: 5.022. Result ID: 6a4cd0a060b88bb339ca48e7.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7e601e209131cea962e6.md>)

Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction.

### CQR

Interval Width: 7.169. Result ID: 6a4cd0a060b88bb339ca48ee.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7dae1e209131cea9411c.md>)

Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction.

### CQR

Interval Width: 7.241. Result ID: 6a4cd0a060b88bb339ca48f1.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7dae1e209131cea9411c.md>)

Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction.

### CQR

Interval Width: 7.42. Result ID: 6a4cd0a060b88bb339ca48f0.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7dae1e209131cea9411c.md>)

Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction.

### CQR

Interval Width: 7.454. Result ID: 6a4cd0a060b88bb339ca48ef.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7dae1e209131cea9411c.md>)

Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction.

### DTO

Interval Width: 7.554. Result ID: 6a4cd0a060b88bb339ca48de.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction.

### LOCAL

Interval Width: 7.558. Result ID: 6a4cd0a060b88bb339ca48ea.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59071e209131ce9b36c2.md>)

Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction.

### DTO

Interval Width: 7.717. Result ID: 6a4cd0a060b88bb339ca48e1.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction.

### LOCAL

Interval Width: 7.728. Result ID: 6a4cd0a060b88bb339ca48ed.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59071e209131ce9b36c2.md>)

Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction.

### LOCAL

Interval Width: 7.839. Result ID: 6a4cd0a060b88bb339ca48eb.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59071e209131ce9b36c2.md>)

Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction.

### LOCAL

Interval Width: 7.847. Result ID: 6a4cd0a060b88bb339ca48ec.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa59071e209131ce9b36c2.md>)

Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction.

### DTO

Interval Width: 7.861. Result ID: 6a4cd0a060b88bb339ca48df.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction.

### DTO

Interval Width: 7.87. Result ID: 6a4cd0a060b88bb339ca48e0.

[Reporting paper](<https://www.sota2.com/research/paper/6a4c882c85dba69fef8b2b01.md>)

Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction.

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