# Text Classification on Therapy Diagnosis Source: [Text Classification on Therapy Diagnosis]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:31:19.967Z Evaluation of Text Classification performance on the Therapy 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) | Therapy Diagnosis | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [ASR](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Baseline | 92.34 | Not recorded | 693f960e6cfd488761a81a03 | | SCOUT | 92.14 | Not recorded | 693f960e6cfd488761a81a03 | | Baseline | 91.83 | Not recorded | 693f960e6cfd488761a81a03 | | STRIP | 91.45 | Not recorded | 693f960e6cfd488761a81a03 | | MDP | 90.85 | Not recorded | 693f960e6cfd488761a81a03 | | SCOUT | 90.22 | Not recorded | 693f960e6cfd488761a81a03 | | ONION | 90.12 | Not recorded | 693f960e6cfd488761a81a03 | | MDP | 89.76 | Not recorded | 693f960e6cfd488761a81a03 | | Baseline | 89.67 | Not recorded | 693f960e6cfd488761a81a03 | | STRIP | 89.37 | Not recorded | 693f960e6cfd488761a81a03 | | BTU | 88.93 | Not recorded | 693f960e6cfd488761a81a03 | | ONION | 88.91 | Not recorded | 693f960e6cfd488761a81a03 | | SCOUT | 88.56 | Not recorded | 693f960e6cfd488761a81a03 | | ONION | 87.42 | Not recorded | 693f960e6cfd488761a81a03 | | MDP | 87.29 | Not recorded | 693f960e6cfd488761a81a03 | | STRIP | 86.19 | Not recorded | 693f960e6cfd488761a81a03 | | BTU | 86.18 | Not recorded | 693f960e6cfd488761a81a03 | | BTU | 85.74 | Not recorded | 693f960e6cfd488761a81a03 | ### Baseline Accuracy: 92.34. Result ID: 699704475698665ec45169e9. [Reporting paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### SCOUT Accuracy: 92.14. Result ID: 699704475698665ec45169fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### Baseline Accuracy: 91.83. Result ID: 699704475698665ec45169f5. [Reporting paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### STRIP Accuracy: 91.45. Result ID: 699704475698665ec45169eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### MDP Accuracy: 90.85. Result ID: 699704475698665ec45169f2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"ViralApp"}. This record does not assert independent reproduction. ### SCOUT Accuracy: 90.22. Result ID: 699704475698665ec45169ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### ONION Accuracy: 90.12. Result ID: 699704475698665ec45169ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### MDP Accuracy: 89.76. Result ID: 699704475698665ec45169ec. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### Baseline Accuracy: 89.67. Result ID: 699704475698665ec45169ef. [Reporting paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"ViralApp"}. This record does not assert independent reproduction. ### STRIP Accuracy: 89.37. Result ID: 699704475698665ec45169f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### BTU Accuracy: 88.93. Result ID: 699704475698665ec45169ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"DistilBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### ONION Accuracy: 88.91. Result ID: 699704475698665ec45169f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### SCOUT Accuracy: 88.56. Result ID: 699704475698665ec45169f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"ViralApp"}. This record does not assert independent reproduction. ### ONION Accuracy: 87.42. Result ID: 699704475698665ec45169f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"ViralApp"}. This record does not assert independent reproduction. ### MDP Accuracy: 87.29. Result ID: 699704475698665ec45169f8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### STRIP Accuracy: 86.19. Result ID: 699704475698665ec45169f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"ViralApp"}. This record does not assert independent reproduction. ### BTU Accuracy: 86.18. Result ID: 699704475698665ec45169f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"MobileBERT","Attack":"ViralApp"}. This record does not assert independent reproduction. ### BTU Accuracy: 85.74. Result ID: 699704475698665ec45169f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Roberta-tiny","Attack":"ViralApp"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.