# Time-series Forecasting on ODTQA-FoRe 1.0 (test)

Source: [Time-series Forecasting on ODTQA-FoRe 1.0 (test)](<https://www.sota2.com/research/sota/time-series-forecasting-on-odtqa-fore-1-0-test>)

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

Data updated: 2026-06-02T13:27:50.845Z

Evaluation of Time-series Forecasting performance on the test split of the ODTQA-FoRe 1.0 dataset, reporting MSE, MAE, and MRE.

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 | Time-series Forecasting |
| Dataset (including any stated split) | ODTQA-FoRe 1.0 (test) |
| Metric | MSE |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 10 of 10 |
| 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

- [MSE](<https://www.sota2.com/research/sota/time-series-forecasting-on-odtqa-fore-1-0-test.md?metric=MSE>): Lower is better; unit: SCALAR.

- [MAE](<https://www.sota2.com/research/sota/time-series-forecasting-on-odtqa-fore-1-0-test.md?metric=MAE>): Lower is better; unit: SCALAR.

- [MRE](<https://www.sota2.com/research/sota/time-series-forecasting-on-odtqa-fore-1-0-test.md?metric=MRE>): Lower is better; unit: PERCENT.

## Recorded results

| Method | MSE | Result date | Report paper |
| --- | --- | --- | --- |
| TimeFore | 18493634.83 | Not recorded | 6a1e6426dbd7150506f8580f |
| TimeFore | 22442845.96 | Not recorded | 6a1e6426dbd7150506f8580f |
| TimeFore | 29757828.58 | Not recorded | 6a1e6426dbd7150506f8580f |
| Vanilla | 30942598.21 | Not recorded | 6a1e6426dbd7150506f8580f |
| TimeFore | 31572410.36 | Not recorded | 6a1e6426dbd7150506f8580f |
| Vanilla | 40385720.95 | Not recorded | 6a1e6426dbd7150506f8580f |
| Vanilla | 47324931.58 | Not recorded | 6a1e6426dbd7150506f8580f |
| TimeFore | 90865440.59 | Not recorded | 6a1e6426dbd7150506f8580f |
| Vanilla | 105115117.2 | Not recorded | 6a1e6426dbd7150506f8580f |
| Vanilla | 139922250.13 | Not recorded | 6a1e6426dbd7150506f8580f |

### TimeFore

MSE: 18493634.83. Result ID: 6a1eda26fbc373592c1aeb31.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"GPT OSS 120B"}. This record does not assert independent reproduction.

### TimeFore

MSE: 22442845.96. Result ID: 6a1eda26fbc373592c1aeb2d.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"Qwen3 Next 80B"}. This record does not assert independent reproduction.

### TimeFore

MSE: 29757828.58. Result ID: 6a1eda26fbc373592c1aeb2f.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"GPT OSS 20B"}. This record does not assert independent reproduction.

### Vanilla

MSE: 30942598.21. Result ID: 6a1eda26fbc373592c1aeb2c.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"Qwen3 Next 80B"}. This record does not assert independent reproduction.

### TimeFore

MSE: 31572410.36. Result ID: 6a1eda26fbc373592c1aeb2b.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"Qwen3 30B"}. This record does not assert independent reproduction.

### Vanilla

MSE: 40385720.95. Result ID: 6a1eda26fbc373592c1aeb2a.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"Qwen3 30B"}. This record does not assert independent reproduction.

### Vanilla

MSE: 47324931.58. Result ID: 6a1eda26fbc373592c1aeb30.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"GPT OSS 120B"}. This record does not assert independent reproduction.

### TimeFore

MSE: 90865440.59. Result ID: 6a1eda26fbc373592c1aeb33.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"GLM4.5 Air"}. This record does not assert independent reproduction.

### Vanilla

MSE: 105115117.2. Result ID: 6a1eda26fbc373592c1aeb2e.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"GPT OSS 20B"}. This record does not assert independent reproduction.

### Vanilla

MSE: 139922250.13. Result ID: 6a1eda26fbc373592c1aeb32.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6426dbd7150506f8580f.md>)

Recorded evaluation configuration: {"Model":"GLM4.5 Air"}. This record does not assert independent reproduction.

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