# Classification on dota2 (F1 score) Source: [Classification on dota2 (F1 score)]() Collection index: [llms.txt]() Data updated: 2026-04-03T06:45:04.454Z Evaluation of classification performance on the dota2 dataset, reporting the F1 score. 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 | Classification | | Dataset (including any stated split) | dota2 | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 26 of 26 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | RNS | 60.17 | Not recorded | 68fa74901e209131cea628a1 | | RRL | 60.08 | Not recorded | 68fa74901e209131cea628a1 | | NODE | 60.01 | Not recorded | 68fa74901e209131cea628a1 | | FT | 59.7 | Not recorded | 68fa74901e209131cea628a1 | | SAINT | 59.58 | Not recorded | 68fa74901e209131cea628a1 | | PLNN | 59.46 | Not recorded | 68fa74901e209131cea628a1 | | LR | 59.34 | Not recorded | 68fa74901e209131cea628a1 | | TabNet | 59.16 | Not recorded | 68fa74901e209131cea628a1 | | TabTrans | 59.12 | Not recorded | 68fa74901e209131cea628a1 | | LGBM | 58.81 | Not recorded | 68fa74901e209131cea628a1 | | LORD | 58.61 | Not recorded | 68fa74901e209131cea628a1 | | XGB | 58.53 | Not recorded | 68fa74901e209131cea628a1 | | SVM | 57.76 | Not recorded | 68fa74901e209131cea628a1 | | RF | 57.39 | Not recorded | 68fa74901e209131cea628a1 | | VIME | 57.01 | Not recorded | 68fa74901e209131cea628a1 | | CRS | 56.31 | Not recorded | 68fa74901e209131cea628a1 | | RIPPER | 55.67 | Not recorded | 68fa74901e209131cea628a1 | | BNN | 54.76 | Not recorded | 68fa74901e209131cea628a1 | | PTURS | 53.82 | Not recorded | 68fa74901e209131cea628a1 | | DRNET | 52.67 | Not recorded | 68fa74901e209131cea628a1 | | C4.5 | 52.08 | Not recorded | 68fa74901e209131cea628a1 | | CART | 51.91 | Not recorded | 68fa74901e209131cea628a1 | | KNN | 51.61 | Not recorded | 68fa74901e209131cea628a1 | | CORELS | 46.21 | Not recorded | 68fa74901e209131cea628a1 | | STG | 41.02 | Not recorded | 68fa74901e209131cea628a1 | | SBRL | 34.83 | Not recorded | 68fa74901e209131cea628a1 | ### RNS F1 Score: 60.17. Result ID: 69cf61e347f34ce924b89b33. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### RRL F1 Score: 60.08. Result ID: 69cf61e347f34ce924b89b31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### NODE F1 Score: 60.01. Result ID: 69cf61e347f34ce924b89b1d. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### FT F1 Score: 59.7. Result ID: 69cf61e347f34ce924b89b1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### SAINT F1 Score: 59.58. Result ID: 69cf61e347f34ce924b89b20. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### PLNN F1 Score: 59.46. Result ID: 69cf61e347f34ce924b89b1e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### LR F1 Score: 59.34. Result ID: 69cf61e347f34ce924b89b2e. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### TabNet F1 Score: 59.16. Result ID: 69cf61e347f34ce924b89b23. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### TabTrans F1 Score: 59.12. Result ID: 69cf61e347f34ce924b89b24. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### LGBM F1 Score: 58.81. Result ID: 69cf61e347f34ce924b89b1c. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### LORD F1 Score: 58.61. Result ID: 69cf61e347f34ce924b89b2d. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### XGB F1 Score: 58.53. Result ID: 69cf61e347f34ce924b89b26. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### SVM F1 Score: 57.76. Result ID: 69cf61e347f34ce924b89b22. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### RF F1 Score: 57.39. Result ID: 69cf61e347f34ce924b89b1f. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### VIME F1 Score: 57.01. Result ID: 69cf61e347f34ce924b89b25. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### CRS F1 Score: 56.31. Result ID: 69cf61e347f34ce924b89b2a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### RIPPER F1 Score: 55.67. Result ID: 69cf61e347f34ce924b89b30. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### BNN F1 Score: 54.76. Result ID: 69cf61e347f34ce924b89b1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### PTURS F1 Score: 53.82. Result ID: 69cf61e347f34ce924b89b2f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### DRNET F1 Score: 52.67. Result ID: 69cf61e347f34ce924b89b2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### C4.5 F1 Score: 52.08. Result ID: 69cf61e347f34ce924b89b27. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### CART F1 Score: 51.91. Result ID: 69cf61e347f34ce924b89b28. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### KNN F1 Score: 51.61. Result ID: 69cf61e347f34ce924b89b2c. [Reporting paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### CORELS F1 Score: 46.21. Result ID: 69cf61e347f34ce924b89b29. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. ### STG F1 Score: 41.02. Result ID: 69cf61e347f34ce924b89b21. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Non-interpretable"}. This record does not assert independent reproduction. ### SBRL F1 Score: 34.83. Result ID: 69cf61e347f34ce924b89b32. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Interpretability":"Interpretable"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.