# Text Classification on Symptom Diagnosis Source: [Text Classification on Symptom Diagnosis]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:21:50.202Z Evaluation of Text Classification performance on the Symptom Diagnosis dataset, measured using ACC and ASR. 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 | Text Classification | | Dataset (including any stated split) | Symptom Diagnosis | | Metric | ACC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [ACC](): Higher is better; unit: PERCENT. - [ASR](): Higher is better; unit: PERCENT. ## Recorded results | Method | ACC | Result date | Report paper | | --- | --- | --- | --- | | SCOUT | 93.89 | Not recorded | 693f960e6cfd488761a81a03 | | Baseline | 88.42 | Not recorded | 693f960e6cfd488761a81a03 | | STRIP | 87.26 | Not recorded | 693f960e6cfd488761a81a03 | | MDP | 86.74 | Not recorded | 693f960e6cfd488761a81a03 | | SCOUT | 86.17 | Not recorded | 693f960e6cfd488761a81a03 | | ONION | 85.93 | Not recorded | 693f960e6cfd488761a81a03 | | BTU | 84.51 | Not recorded | 693f960e6cfd488761a81a03 | | Baseline | 80.58 | Not recorded | 693f960e6cfd488761a81a03 | | SCOUT | 79.45 | Not recorded | 693f960e6cfd488761a81a03 | | Baseline | 78.76 | Not recorded | 693f960e6cfd488761a81a03 | | STRIP | 78.73 | Not recorded | 693f960e6cfd488761a81a03 | | ONION | 77.34 | Not recorded | 693f960e6cfd488761a81a03 | | BTU | 76.97 | Not recorded | 693f960e6cfd488761a81a03 | | BTU | 75.34 | Not recorded | 693f960e6cfd488761a81a03 | | ONION | 74.18 | Not recorded | 693f960e6cfd488761a81a03 | | STRIP | 73.51 | Not recorded | 693f960e6cfd488761a81a03 | | MDP | 71.26 | Not recorded | 693f960e6cfd488761a81a03 | | MDP | 61.62 | Not recorded | 693f960e6cfd488761a81a03 | ### SCOUT ACC: 93.89. Result ID: 699704475698665ec4516a00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### Baseline ACC: 88.42. Result ID: 699704475698665ec4516a01. [Reporting paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"Fever"}. This record does not assert independent reproduction. ### STRIP ACC: 87.26. Result ID: 699704475698665ec4516a03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"Fever"}. This record does not assert independent reproduction. ### MDP ACC: 86.74. Result ID: 699704475698665ec4516a04. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"Fever"}. This record does not assert independent reproduction. ### SCOUT ACC: 86.17. Result ID: 699704475698665ec4516a06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"Fever"}. This record does not assert independent reproduction. ### ONION ACC: 85.93. Result ID: 699704475698665ec4516a02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"Fever"}. This record does not assert independent reproduction. ### BTU ACC: 84.51. Result ID: 699704475698665ec4516a05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"Fever"}. This record does not assert independent reproduction. ### Baseline ACC: 80.58. Result ID: 699704475698665ec4516a07. [Reporting paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### SCOUT ACC: 79.45. Result ID: 699704475698665ec4516a0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### Baseline ACC: 78.76. Result ID: 699704475698665ec45169fb. [Reporting paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### STRIP ACC: 78.73. Result ID: 699704475698665ec4516a09. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### ONION ACC: 77.34. Result ID: 699704475698665ec4516a08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### BTU ACC: 76.97. Result ID: 699704475698665ec4516a0b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### BTU ACC: 75.34. Result ID: 699704475698665ec45169ff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### ONION ACC: 74.18. Result ID: 699704475698665ec45169fc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### STRIP ACC: 73.51. Result ID: 699704475698665ec45169fd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### MDP ACC: 71.26. Result ID: 699704475698665ec4516a0a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"Fever"}. This record does not assert independent reproduction. ### MDP ACC: 61.62. Result ID: 699704475698665ec45169fe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"Fever"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.