# Treatment Outcome Prediction on TheraPhase (test)

Source: [Treatment Outcome Prediction on TheraPhase (test)](<https://www.sota2.com/research/sota/treatment-outcome-prediction-on-theraphase-test>)

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

Data updated: 2026-03-24T14:25:14.932Z

Evaluation of models predicting treatment outcomes using the test split of the TheraPhase dataset, focusing on classification metrics like Accuracy, Precision, Recall, and F1 scores.

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 | Treatment Outcome Prediction |
| Dataset (including any stated split) | TheraPhase (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 8 of 8 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/treatment-outcome-prediction-on-theraphase-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Precision](<https://www.sota2.com/research/sota/treatment-outcome-prediction-on-theraphase-test.md?metric=Precision>): Higher is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/treatment-outcome-prediction-on-theraphase-test.md?metric=Recall>): Higher is better; unit: PERCENT.

- [F1 Score (Binary)](<https://www.sota2.com/research/sota/treatment-outcome-prediction-on-theraphase-test.md?metric=F1%20Score%20(Binary)>): Higher is better; unit: PERCENT.

- [F1 Score (Macro)](<https://www.sota2.com/research/sota/treatment-outcome-prediction-on-theraphase-test.md?metric=F1%20Score%20(Macro)>): Higher is better; unit: PERCENT.

- [F1 Score (Weighted)](<https://www.sota2.com/research/sota/treatment-outcome-prediction-on-theraphase-test.md?metric=F1%20Score%20(Weighted)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Llama3.1-405B | 69.58 | Not recorded | 68fa75221e209131cea660e7 |
| Mistral-8X7B | 68.25 | Not recorded | 68fa75221e209131cea660e7 |
| GPT-4-turbo | 68 | Not recorded | 68fa75221e209131cea660e7 |
| Qwen2-72B | 67.25 | Not recorded | 68fa75221e209131cea660e7 |
| Llama3.1-70B | 67.08 | Not recorded | 68fa75221e209131cea660e7 |
| Mistral-8X22B | 63.83 | Not recorded | 68fa75221e209131cea660e7 |
| GPT-4o | 63.75 | Not recorded | 68fa75221e209131cea660e7 |
| GPT-4o-mini | 63.17 | Not recorded | 68fa75221e209131cea660e7 |

### Llama3.1-405B

Accuracy: 69.58. Result ID: 69c29e6047f34ce924ab3eed.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75221e209131cea660e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"Source Type":"Open-Source"}. This record does not assert independent reproduction.

### Mistral-8X7B

Accuracy: 68.25. Result ID: 69c29e6047f34ce924ab3ef1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75221e209131cea660e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71d01e209131cea5317b.md>)

[Implementation](<https://github.com/mistralai/mistral-src>)

Recorded evaluation configuration: {"Source Type":"Open-Source"}. This record does not assert independent reproduction.

### GPT-4-turbo

Accuracy: 68. Result ID: 69c29e6047f34ce924ab3eeb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75221e209131cea660e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa727a1e209131cea56a1e.md>)

[Implementation](<https://github.com/openai/evals>)

Recorded evaluation configuration: {"Source Type":"Closed-Source"}. This record does not assert independent reproduction.

### Qwen2-72B

Accuracy: 67.25. Result ID: 69c29e6047f34ce924ab3eee.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75221e209131cea660e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74bf1e209131cea6378d.md>)

[Implementation](<https://github.com/QwenLM/Qwen2>)

Recorded evaluation configuration: {"Source Type":"Open-Source"}. This record does not assert independent reproduction.

### Llama3.1-70B

Accuracy: 67.08. Result ID: 69c29e6047f34ce924ab3eef.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75221e209131cea660e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75d11e209131cea6a028.md>)

[Implementation](<https://github.com/meta-llama/llama-agentic-system>)

Recorded evaluation configuration: {"Source Type":"Open-Source"}. This record does not assert independent reproduction.

### Mistral-8X22B

Accuracy: 63.83. Result ID: 69c29e6047f34ce924ab3ef0.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75221e209131cea660e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71d01e209131cea5317b.md>)

[Implementation](<https://github.com/mistralai/mistral-src>)

Recorded evaluation configuration: {"Source Type":"Open-Source"}. This record does not assert independent reproduction.

### GPT-4o

Accuracy: 63.75. Result ID: 69c29e6047f34ce924ab3eea.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75221e209131cea660e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa727a1e209131cea56a1e.md>)

[Implementation](<https://github.com/openai/evals>)

Recorded evaluation configuration: {"Source Type":"Closed-Source"}. This record does not assert independent reproduction.

### GPT-4o-mini

Accuracy: 63.17. Result ID: 69c29e6047f34ce924ab3eec.

[Reporting paper](<https://www.sota2.com/research/paper/68fa75221e209131cea660e7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa727a1e209131cea56a1e.md>)

[Implementation](<https://github.com/openai/evals>)

Recorded evaluation configuration: {"Source Type":"Closed-Source"}. This record does not assert independent reproduction.

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