# Reconstruction on Mixed-1M

Source: [Reconstruction on Mixed-1M](<https://www.sota2.com/research/sota/reconstruction-on-mixed-1m>)

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

Data updated: 2026-06-09T09:03:44.645Z

Evaluation of reconstruction performance using the Mixed-1M dataset, measured by metrics including Correlation Coefficient (CC), Root Mean Square Error (RMSE), and various Residual Root Mean Square Errors (RRMSEs).

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 | Reconstruction |
| Dataset (including any stated split) | Mixed-1M |
| Metric | Correlation Coefficient (CC) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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

- [Correlation Coefficient (CC)](<https://www.sota2.com/research/sota/reconstruction-on-mixed-1m.md?metric=Correlation%20Coefficient%20(CC)>): Higher is better; unit: SCALAR.

- [RMSE](<https://www.sota2.com/research/sota/reconstruction-on-mixed-1m.md?metric=RMSE>): Lower is better; unit: SCALAR.

- [T-RRMSE](<https://www.sota2.com/research/sota/reconstruction-on-mixed-1m.md?metric=T-RRMSE>): Lower is better; unit: SCALAR.

- [S-RRMSE](<https://www.sota2.com/research/sota/reconstruction-on-mixed-1m.md?metric=S-RRMSE>): Lower is better; unit: SCALAR.

- [SDR](<https://www.sota2.com/research/sota/reconstruction-on-mixed-1m.md?metric=SDR>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Correlation Coefficient (CC) | Result date | Report paper |
| --- | --- | --- | --- |
| base16 | 0.749 | Not recorded | 6a279e2490966ade919bf7a7 |
| base8 | 0.741 | Not recorded | 6a279e2490966ade919bf7a7 |
| base6 | 0.735 | Not recorded | 6a279e2490966ade919bf7a7 |
| base4 | 0.728 | Not recorded | 6a279e2490966ade919bf7a7 |
| base2 | 0.698 | Not recorded | 6a279e2490966ade919bf7a7 |

### base16

Correlation Coefficient (CC): 0.749. Result ID: 6a27d6d9fbc373592c24c409.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

Recorded evaluation configuration: {"Params":"40.26K","Base Width":"16"}. This record does not assert independent reproduction.

### base8

Correlation Coefficient (CC): 0.741. Result ID: 6a27d6d9fbc373592c24c408.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

Recorded evaluation configuration: {"Params":"10.99K","Base Width":"8"}. This record does not assert independent reproduction.

### base6

Correlation Coefficient (CC): 0.735. Result ID: 6a27d6d9fbc373592c24c407.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

Recorded evaluation configuration: {"Params":"6.53K","Base Width":"6"}. This record does not assert independent reproduction.

### base4

Correlation Coefficient (CC): 0.728. Result ID: 6a27d6d9fbc373592c24c406.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

Recorded evaluation configuration: {"Params":"3.22K","Base Width":"4"}. This record does not assert independent reproduction.

### base2

Correlation Coefficient (CC): 0.698. Result ID: 6a27d6d9fbc373592c24c405.

[Reporting paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a279e2490966ade919bf7a7.md>)

Recorded evaluation configuration: {"Params":"1.05K","Base Width":"2"}. This record does not assert independent reproduction.

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