# Real estate appraisal on FC (test)

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

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

Data updated: 2026-03-16T10:10:14.101Z

Evaluation of model performance on the test split of the FC dataset for the Real estate appraisal task, measured using 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) | FC (test) |
| Metric | 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

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

- [MdABRE](<https://www.sota2.com/research/sota/real-estate-appraisal-on-fc-test.md?metric=MdABRE>): Lower is better; unit: PERCENT.

## Recorded results

| Method | MdAE | Result date | Report paper |
| --- | --- | --- | --- |
| ASI | 8608.5 | Not recorded | 69b78e770636e5bf4afbdb8e |
| EREA | 8736.29 | Not recorded | 69b78e770636e5bf4afbdb8e |
| REA | 8864.1 | Not recorded | 69b78e770636e5bf4afbdb8e |
| XGB | 9990 | Not recorded | 69b78e770636e5bf4afbdb8e |
| kNN | 12255 | Not recorded | 69b78e770636e5bf4afbdb8e |
| LR | 20259 | Not recorded | 69b78e770636e5bf4afbdb8e |

### ASI

MdAE: 8608.5. Result ID: 69b7d70347f34ce924a01ace.

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

Recorded evaluation configuration: {"Number of parameters":"17,140"}. This record does not assert independent reproduction.

### EREA

MdAE: 8736.29. Result ID: 69b7d70347f34ce924a01ad0.

[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":"792"}. This record does not assert independent reproduction.

### REA

MdAE: 8864.1. Result ID: 69b7d70347f34ce924a01acf.

[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":"660"}. This record does not assert independent reproduction.

### XGB

MdAE: 9990. Result ID: 69b7d70347f34ce924a01acd.

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

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

### kNN

MdAE: 12255. Result ID: 69b7d70347f34ce924a01acc.

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

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

### LR

MdAE: 20259. Result ID: 69b7d70347f34ce924a01acb.

[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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