# Diagnosis on MedR-Bench

Source: [Diagnosis on MedR-Bench](<https://www.sota2.com/research/sota/diagnosis-on-medr-bench>)

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

Data updated: 2026-03-24T17:08:17.040Z

Evaluation of model performance on the Diagnosis task using the MedR-Bench dataset, reporting the R metric.

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 | Diagnosis |
| Dataset (including any stated split) | MedR-Bench |
| Metric | R |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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

- [R](<https://www.sota2.com/research/sota/diagnosis-on-medr-bench.md?metric=R>): Higher is better; unit: PERCENT.

## Recorded results

| Method | R | Result date | Report paper |
| --- | --- | --- | --- |
| GSEM | 87.4 | Not recorded | 69c21ad30636e5bf4afc4d18 |
| GraphRAG | 86.9 | Not recorded | 69c21ad30636e5bf4afc4d18 |
| A-Mem | 78.8 | Not recorded | 69c21ad30636e5bf4afc4d18 |
| FLEX | 77 | Not recorded | 69c21ad30636e5bf4afc4d18 |

### GSEM

R: 87.4. Result ID: 69c2c4e947f34ce924ac81d4.

[Reporting paper](<https://www.sota2.com/research/paper/69c21ad30636e5bf4afc4d18.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21ad30636e5bf4afc4d18.md>)

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

### GraphRAG

R: 86.9. Result ID: 69c2c4e947f34ce924ac81d1.

[Reporting paper](<https://www.sota2.com/research/paper/69c21ad30636e5bf4afc4d18.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa770d1e209131cea70c5a.md>)

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

### A-Mem

R: 78.8. Result ID: 69c2c4e947f34ce924ac81d2.

[Reporting paper](<https://www.sota2.com/research/paper/69c21ad30636e5bf4afc4d18.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7bf31e209131cea8b869.md>)

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

### FLEX

R: 77. Result ID: 69c2c4e947f34ce924ac81d3.

[Reporting paper](<https://www.sota2.com/research/paper/69c21ad30636e5bf4afc4d18.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6912c2f82828b7cc6937dadc.md>)

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

Page 1 of 1. This is an index page, not the full collection.