# Classification on CIFAR-100 Symmetry-80% noise (test) Source: [Classification on CIFAR-100 Symmetry-80% noise (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:13.093Z Evaluation of Classification performance on the test split of the CIFAR-100 dataset corrupted specifically with 80% symmetry noise. 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) | CIFAR-100 Symmetry-80% noise (test) | | Metric | Test Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Test Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Test Accuracy | Result date | Report paper | | --- | --- | --- | --- | | Jo-SNC | 43.45 | Not recorded | 69705d93e25ad2fa9d1ed162 | | NCE | 35.23 | Not recorded | 69705d93e25ad2fa9d1ed162 | | SOP | 34.23 | Not recorded | 69705d93e25ad2fa9d1ed162 | | CA2C | 33.56 | Not recorded | 69705d93e25ad2fa9d1ed162 | | NPN | 31.69 | Not recorded | 69705d93e25ad2fa9d1ed162 | | UNICON | 31.49 | Not recorded | 69705d93e25ad2fa9d1ed162 | | PNP-soft | 31.32 | Not recorded | 69705d93e25ad2fa9d1ed162 | | PNP-hard | 30.26 | Not recorded | 69705d93e25ad2fa9d1ed162 | | FINE | 25.82 | Not recorded | 69705d93e25ad2fa9d1ed162 | | Co-LDL | 25.12 | Not recorded | 69705d93e25ad2fa9d1ed162 | | Jo-SRC | 23.8 | Not recorded | 69705d93e25ad2fa9d1ed162 | | TopoFilter | 21.55 | Not recorded | 69705d93e25ad2fa9d1ed162 | | JoCoR | 15.49 | Not recorded | 69705d93e25ad2fa9d1ed162 | | Co-teaching | 15.15 | Not recorded | 69705d93e25ad2fa9d1ed162 | | Co-teaching+ | 13.44 | Not recorded | 69705d93e25ad2fa9d1ed162 | | Standard | 4.41 | Not recorded | 69705d93e25ad2fa9d1ed162 | | Decoupling | 3.89 | Not recorded | 69705d93e25ad2fa9d1ed162 | ### Jo-SNC Test Accuracy: 43.45. Result ID: 6997ab6c5698665ec4019099. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NCE Test Accuracy: 35.23. Result ID: 6997ab6c5698665ec4019095. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-implemented":true}. This record does not assert independent reproduction. ### SOP Test Accuracy: 34.23. Result ID: 6997ab6c5698665ec4019096. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"re-implemented":true}. This record does not assert independent reproduction. ### CA2C Test Accuracy: 33.56. Result ID: 6997ab6c5698665ec4019098. [Reporting paper]() Recorded evaluation configuration: {"re-implemented":true}. This record does not assert independent reproduction. ### NPN Test Accuracy: 31.69. Result ID: 6997ab6c5698665ec4019097. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-implemented":true}. This record does not assert independent reproduction. ### UNICON Test Accuracy: 31.49. Result ID: 6997ab6c5698665ec4019094. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"re-implemented":true}. This record does not assert independent reproduction. ### PNP-soft Test Accuracy: 31.32. Result ID: 6997ab6c5698665ec4019093. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PNP-hard Test Accuracy: 30.26. Result ID: 6997ab6c5698665ec4019092. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FINE Test Accuracy: 25.82. Result ID: 6997ab6c5698665ec401908f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"re-implemented":true}. This record does not assert independent reproduction. ### Co-LDL Test Accuracy: 25.12. Result ID: 6997ab6c5698665ec4019091. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Jo-SRC Test Accuracy: 23.8. Result ID: 6997ab6c5698665ec4019090. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TopoFilter Test Accuracy: 21.55. Result ID: 6997ab6c5698665ec401908e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"re-implemented":true}. This record does not assert independent reproduction. ### JoCoR Test Accuracy: 15.49. Result ID: 6997ab6c5698665ec401908d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co-teaching Test Accuracy: 15.15. Result ID: 6997ab6c5698665ec401908b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Co-teaching+ Test Accuracy: 13.44. Result ID: 6997ab6c5698665ec401908c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Standard Test Accuracy: 4.41. Result ID: 6997ab6c5698665ec4019089. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Decoupling Test Accuracy: 3.89. Result ID: 6997ab6c5698665ec401908a. [Reporting paper]() [Method origin paper]() 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.