# Image Classification on CIFAR-100 (test) (Accuracy under Symmetric and Asymmetric Noise) Source: [Image Classification on CIFAR-100 (test) (Accuracy under Symmetric and Asymmetric Noise)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:34:27.433Z Evaluation of Image Classification performance on the CIFAR-100 test set, specifically measuring accuracy under varying levels of symmetric noise (0.2, 0.5, 0.8, 0.9) and asymmetric noise (0.4). 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 (Sym Noise 0.2) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 (Sym Noise 0.2)](): Higher is better; unit: PERCENT. - [Accuracy (Sym Noise 0.5)](): Higher is better; unit: PERCENT. - [Accuracy (Sym Noise 0.8)](): Higher is better; unit: PERCENT. - [Accuracy (Sym Noise 0.9)](): Higher is better; unit: PERCENT. - [Accuracy (Asym Noise 0.4)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Sym Noise 0.2) | Result date | Report paper | | --- | --- | --- | --- | | CMW-Net-SL+ | 80.2 | Not recorded | 68fa6f331e209131cea44659 | | AugDesc | 79.2 | Not recorded | 68fa6f331e209131cea44659 | | Two-step | 79.1 | Not recorded | 68fa6f331e209131cea44659 | | C2D | 78.3 | Not recorded | 68fa6f331e209131cea44659 | | CMW-Net-SL | 77.84 | Not recorded | 68fa6f331e209131cea44659 | | ELR+ | 77.5 | Not recorded | 68fa6f331e209131cea44659 | | DivideMix | 77.3 | Not recorded | 68fa6f331e209131cea44659 | | REED | 76.5 | Not recorded | 68fa6f331e209131cea44659 | ### CMW-Net-SL+ Accuracy (Sym Noise 0.2): 80.2. Result ID: 69909cc93a6c31484901de9d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AugDesc Accuracy (Sym Noise 0.2): 79.2. Result ID: 69909cc93a6c31484901de99. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Two-step Accuracy (Sym Noise 0.2): 79.1. Result ID: 69909cc93a6c31484901de9b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### C2D Accuracy (Sym Noise 0.2): 78.3. Result ID: 69909cc93a6c31484901de9a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMW-Net-SL Accuracy (Sym Noise 0.2): 77.84. Result ID: 69909cc93a6c31484901de9c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ELR+ Accuracy (Sym Noise 0.2): 77.5. Result ID: 69909cc93a6c31484901de97. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DivideMix Accuracy (Sym Noise 0.2): 77.3. Result ID: 69909cc93a6c31484901de96. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### REED Accuracy (Sym Noise 0.2): 76.5. Result ID: 69909cc93a6c31484901de98. [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.