# Image Classification on CIFAR-100 (test) (Symmetric Noise Accuracy 20/50/80/90%) Source: [Image Classification on CIFAR-100 (test) (Symmetric Noise Accuracy 20/50/80/90%)]() Collection index: [llms.txt]() Data updated: 2026-03-16T10:11:45.020Z Evaluation of Image Classification performance on the CIFAR-100 test set, reporting accuracy under specific levels of symmetric input noise (20%, 50%, 80%, and 90%). 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 | Image Classification | | Dataset (including any stated split) | CIFAR-100 (test) | | Metric | Accuracy (Symmetric 20%) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 (Symmetric 20%)](): Higher is better; unit: PERCENT. - [Accuracy (Symmetric 50%)](): Higher is better; unit: PERCENT. - [Accuracy (Symmetric 80%)](): Higher is better; unit: PERCENT. - [Accuracy (Symmetric 90%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Symmetric 20%) | Result date | Report paper | | --- | --- | --- | --- | | DivideMix | 77.3 | Not recorded | 69b78e770636e5bf4afbdb99 | | LossModel | 73.9 | Not recorded | 69b78e770636e5bf4afbdb99 | | JEC | 73.1 | Not recorded | 69b78e770636e5bf4afbdb99 | | PENCIL | 69.4 | Not recorded | 69b78e770636e5bf4afbdb99 | | Coteaching | 65.6 | Not recorded | 69b78e770636e5bf4afbdb99 | | CE | 62 | Not recorded | 69b78e770636e5bf4afbdb99 | | Forward | 61.5 | Not recorded | 69b78e770636e5bf4afbdb99 | | FEC | 60.5 | Not recorded | 69b78e770636e5bf4afbdb99 | | Mixup | 57.3 | Not recorded | 69b78e770636e5bf4afbdb99 | ### DivideMix Accuracy (Symmetric 20%): 77.3. Result ID: 69b7d75e47f34ce924a01cc4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LossModel Accuracy (Symmetric 20%): 73.9. Result ID: 69b7d75e47f34ce924a01cc3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### JEC Accuracy (Symmetric 20%): 73.1. Result ID: 69b7d75e47f34ce924a01cc8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PENCIL Accuracy (Symmetric 20%): 69.4. Result ID: 69b7d75e47f34ce924a01cc2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Coteaching Accuracy (Symmetric 20%): 65.6. Result ID: 69b7d75e47f34ce924a01cc1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CE Accuracy (Symmetric 20%): 62. Result ID: 69b7d75e47f34ce924a01cc0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Forward Accuracy (Symmetric 20%): 61.5. Result ID: 69b7d75e47f34ce924a01cc6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FEC Accuracy (Symmetric 20%): 60.5. Result ID: 69b7d75e47f34ce924a01cc7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Mixup Accuracy (Symmetric 20%): 57.3. Result ID: 69b7d75e47f34ce924a01cc5. [Reporting paper]() [Method origin paper]() [Implementation]() 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.