# Medical Multi-choice QA on MMedBench (test) Source: [Medical Multi-choice QA on MMedBench (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:33.358Z Evaluation of model performance on the test split of the MMedBench dataset for Medical Multi-choice Question Answering, measured using Token Accuracy. 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 | Medical Multi-choice QA | | Dataset (including any stated split) | MMedBench (test) | | Metric | Token Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Token Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Token Accuracy | Result date | Report paper | | --- | --- | --- | --- | | OFA-KD | 92.55 | Not recorded | 6993f6419ebc499c97409c62 | | DEEPFUSION | 92.52 | Not recorded | 6993f6419ebc499c97409c62 | | FedJETS | 92.45 | Not recorded | 6993f6419ebc499c97409c62 | | DEEPFUSION | 92.45 | Not recorded | 6993f6419ebc499c97409c62 | | FedKMT | 92.42 | Not recorded | 6993f6419ebc499c97409c62 | | FedKMT | 92.42 | Not recorded | 6993f6419ebc499c97409c62 | | DEEPFUSION | 92.42 | Not recorded | 6993f6419ebc499c97409c62 | | FedJETS | 92.41 | Not recorded | 6993f6419ebc499c97409c62 | | OFA-KD | 92.41 | Not recorded | 6993f6419ebc499c97409c62 | | DEEPFUSION | 92.41 | Not recorded | 6993f6419ebc499c97409c62 | | FedJETS | 92.39 | Not recorded | 6993f6419ebc499c97409c62 | | FedKMT | 92.38 | Not recorded | 6993f6419ebc499c97409c62 | | OFA-KD | 92.38 | Not recorded | 6993f6419ebc499c97409c62 | | OFA-KD | 92.38 | Not recorded | 6993f6419ebc499c97409c62 | | FedJETS | 92.36 | Not recorded | 6993f6419ebc499c97409c62 | | FedKMT | 92.34 | Not recorded | 6993f6419ebc499c97409c62 | ### OFA-KD Token Accuracy: 92.55. Result ID: 699a96955698665ec421b912. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N":"128"}. This record does not assert independent reproduction. ### DEEPFUSION Token Accuracy: 92.52. Result ID: 699a96955698665ec421b913. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"16"}. This record does not assert independent reproduction. ### FedJETS Token Accuracy: 92.45. Result ID: 699a96955698665ec421b907. [Reporting paper]() Recorded evaluation configuration: {"N":"16"}. This record does not assert independent reproduction. ### DEEPFUSION Token Accuracy: 92.45. Result ID: 699a96955698665ec421b916. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"128"}. This record does not assert independent reproduction. ### FedKMT Token Accuracy: 92.42. Result ID: 699a96955698665ec421b90c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"32"}. This record does not assert independent reproduction. ### FedKMT Token Accuracy: 92.42. Result ID: 699a96955698665ec421b90d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"64"}. This record does not assert independent reproduction. ### DEEPFUSION Token Accuracy: 92.42. Result ID: 699a96955698665ec421b915. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"64"}. This record does not assert independent reproduction. ### FedJETS Token Accuracy: 92.41. Result ID: 699a96955698665ec421b90a. [Reporting paper]() Recorded evaluation configuration: {"N":"128"}. This record does not assert independent reproduction. ### OFA-KD Token Accuracy: 92.41. Result ID: 699a96955698665ec421b911. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N":"64"}. This record does not assert independent reproduction. ### DEEPFUSION Token Accuracy: 92.41. Result ID: 699a96955698665ec421b914. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"32"}. This record does not assert independent reproduction. ### FedJETS Token Accuracy: 92.39. Result ID: 699a96955698665ec421b908. [Reporting paper]() Recorded evaluation configuration: {"N":"32"}. This record does not assert independent reproduction. ### FedKMT Token Accuracy: 92.38. Result ID: 699a96955698665ec421b90e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"128"}. This record does not assert independent reproduction. ### OFA-KD Token Accuracy: 92.38. Result ID: 699a96955698665ec421b90f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N":"16"}. This record does not assert independent reproduction. ### OFA-KD Token Accuracy: 92.38. Result ID: 699a96955698665ec421b910. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"N":"32"}. This record does not assert independent reproduction. ### FedJETS Token Accuracy: 92.36. Result ID: 699a96955698665ec421b909. [Reporting paper]() Recorded evaluation configuration: {"N":"64"}. This record does not assert independent reproduction. ### FedKMT Token Accuracy: 92.34. Result ID: 699a96955698665ec421b90b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"16"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.