# Image Classification on CIFAR-100 (Symmetric/Asymmetric Accuracy) Source: [Image Classification on CIFAR-100 (Symmetric/Asymmetric Accuracy)]() Collection index: [llms.txt]() Data updated: 2026-05-19T10:12:11.587Z Evaluation of Image Classification performance on the CIFAR-100 dataset, reporting specialized accuracy metrics including Symmetric 20%, Symmetric 50%, and Asymmetric 40% Accuracy. 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 | | Metric | Symmetric 20% Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [Symmetric 20% Accuracy](): Higher is better; unit: PERCENT. - [Symmetric 50% Accuracy](): Higher is better; unit: PERCENT. - [Asymmetric 40% Accuracy](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Symmetric 20% Accuracy | Result date | Report paper | | --- | --- | --- | --- | | RGC | 73.7 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | IDO | 70.8 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | EarlyCut | 63.7 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | DCD | 63.3 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | DivideMix | 61.6 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | LongReMix | 61.3 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | RRL | 61 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | UNICON | 60.7 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | PSSCL | 56.5 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | ProMix | 55.2 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | GCE | 50.1 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | Standard CE | 44.6 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | | L2B | 42.9 | Not recorded | 6a0bee9fdbc836b87d82c4b6 | ### RGC Symmetric 20% Accuracy: 73.7. Result ID: 6a0c3734fbc373592c02de42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IDO Symmetric 20% Accuracy: 70.8. Result ID: 6a0c3734fbc373592c02de41. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EarlyCut Symmetric 20% Accuracy: 63.7. Result ID: 6a0c3734fbc373592c02de40. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCD Symmetric 20% Accuracy: 63.3. Result ID: 6a0c3734fbc373592c02de3f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DivideMix Symmetric 20% Accuracy: 61.6. Result ID: 6a0c3734fbc373592c02de38. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LongReMix Symmetric 20% Accuracy: 61.3. Result ID: 6a0c3734fbc373592c02de3c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RRL Symmetric 20% Accuracy: 61. Result ID: 6a0c3734fbc373592c02de39. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UNICON Symmetric 20% Accuracy: 60.7. Result ID: 6a0c3734fbc373592c02de3a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PSSCL Symmetric 20% Accuracy: 56.5. Result ID: 6a0c3734fbc373592c02de3e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ProMix Symmetric 20% Accuracy: 55.2. Result ID: 6a0c3734fbc373592c02de3b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GCE Symmetric 20% Accuracy: 50.1. Result ID: 6a0c3734fbc373592c02de37. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Standard CE Symmetric 20% Accuracy: 44.6. Result ID: 6a0c3734fbc373592c02de36. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### L2B Symmetric 20% Accuracy: 42.9. Result ID: 6a0c3734fbc373592c02de3d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. 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