# Real estate appraisal on POA (test)

Source: [Real estate appraisal on POA (test)](<https://www.sota2.com/research/sota/real-estate-appraisal-on-poa-test>)

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

Data updated: 2026-03-16T10:10:14.123Z

Evaluation of real estate appraisal performance on the test split of the POA dataset, reporting MdAE and MdABRE.

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 | Real estate appraisal |
| Dataset (including any stated split) | POA (test) |
| Metric | Median Absolute Error (MdAE) |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [Median Absolute Error (MdAE)](<https://www.sota2.com/research/sota/real-estate-appraisal-on-poa-test.md?metric=Median%20Absolute%20Error%20(MdAE)>): Lower is better; unit: SCALAR.

- [Median Absolute Bounded Relative Error (MdABRE)](<https://www.sota2.com/research/sota/real-estate-appraisal-on-poa-test.md?metric=Median%20Absolute%20Bounded%20Relative%20Error%20(MdABRE)>): Lower is better; unit: PERCENT.

## Recorded results

| Method | Median Absolute Error (MdAE) | Result date | Report paper |
| --- | --- | --- | --- |
| EREA | 33056.22 | Not recorded | 69b78e770636e5bf4afbdb8e |
| ASI | 34281.1 | Not recorded | 69b78e770636e5bf4afbdb8e |
| REA | 39216.1 | Not recorded | 69b78e770636e5bf4afbdb8e |
| kNN | 40000 | Not recorded | 69b78e770636e5bf4afbdb8e |
| XGB | 44548 | Not recorded | 69b78e770636e5bf4afbdb8e |
| LR | 82831 | Not recorded | 69b78e770636e5bf4afbdb8e |

### EREA

Median Absolute Error (MdAE): 33056.22. Result ID: 69b7d70347f34ce924a01ad6.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e770636e5bf4afbdb8e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e770636e5bf4afbdb8e.md>)

Recorded evaluation configuration: {"Number of parameters":"592"}. This record does not assert independent reproduction.

### ASI

Median Absolute Error (MdAE): 34281.1. Result ID: 69b7d70347f34ce924a01ad4.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e770636e5bf4afbdb8e.md>)

Recorded evaluation configuration: {"Number of parameters":"19,240"}. This record does not assert independent reproduction.

### REA

Median Absolute Error (MdAE): 39216.1. Result ID: 69b7d70347f34ce924a01ad5.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e770636e5bf4afbdb8e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69b78e770636e5bf4afbdb8e.md>)

Recorded evaluation configuration: {"Number of parameters":"580"}. This record does not assert independent reproduction.

### kNN

Median Absolute Error (MdAE): 40000. Result ID: 69b7d70347f34ce924a01ad2.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e770636e5bf4afbdb8e.md>)

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

### XGB

Median Absolute Error (MdAE): 44548. Result ID: 69b7d70347f34ce924a01ad3.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e770636e5bf4afbdb8e.md>)

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

### LR

Median Absolute Error (MdAE): 82831. Result ID: 69b7d70347f34ce924a01ad1.

[Reporting paper](<https://www.sota2.com/research/paper/69b78e770636e5bf4afbdb8e.md>)

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

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