# Image Classification on CIFAR-100 (test) (Symmetric/Asymmetric Noise Corruption) Source: [Image Classification on CIFAR-100 (test) (Symmetric/Asymmetric Noise Corruption)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:27.743Z Evaluation of Image Classification performance on the CIFAR-100 test set under specific symmetric and asymmetric noise corruption levels. 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% Noise) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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% Noise)](): Higher is better; unit: PERCENT. - [Accuracy (Symmetric 90% Noise)](): Higher is better; unit: PERCENT. - [Accuracy (Asymmetric 40% Noise)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Symmetric 20% Noise) | Result date | Report paper | | --- | --- | --- | --- | | NGC | 79.3 | Not recorded | 68fa6bf21e209131cea31141 | | ProtoMix | 79.1 | Not recorded | 68fa6bf21e209131cea31141 | | Sel-CL+ | 76.4 | Not recorded | 68fa6bf21e209131cea31141 | | Sel-CL+ | 76 | Not recorded | 68fa6bf21e209131cea31141 | ### NGC Accuracy (Symmetric 20% Noise): 79.3. Result ID: 698eab8cffc3901de09fa6cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Pipeline":"One-stage"}. This record does not assert independent reproduction. ### ProtoMix Accuracy (Symmetric 20% Noise): 79.1. Result ID: 698eab8cffc3901de09fa6ca. [Reporting paper]() Recorded evaluation configuration: {"Training Pipeline":"One-stage"}. This record does not assert independent reproduction. ### Sel-CL+ Accuracy (Symmetric 20% Noise): 76.4. Result ID: 698eab8cffc3901de09fa6cc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Pipeline":"One-stage","Fine-tuning Augmentation":"Standard"}. This record does not assert independent reproduction. ### Sel-CL+ Accuracy (Symmetric 20% Noise): 76. Result ID: 698eab8cffc3901de09fa6cd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Pipeline":"One-stage","Fine-tuning Augmentation":"AugMix"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.