# Image Classification on CIFAR-100 (Top-1 and Top-5 Accuracy) Source: [Image Classification on CIFAR-100 (Top-1 and Top-5 Accuracy)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:46.592Z Evaluation of standard Image Classification performance on the CIFAR-100 dataset, reporting both Top-1 and Top-5 accuracy metrics. 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 | Top-1 Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [Top-1 Acc](): Higher is better; unit: PERCENT. - [Top-5 Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Acc | Result date | Report paper | | --- | --- | --- | --- | | CLOP | 76.3 | Not recorded | 6938fe646cfd488761a53adb | | CCSSL | 74.4 | Not recorded | 6938fe646cfd488761a53adb | | SsCL | 71.9 | Not recorded | 6938fe646cfd488761a53adb | | SimMatchV2 | 68.9 | Not recorded | 6938fe646cfd488761a53adb | | SimMatch | 68.5 | Not recorded | 6938fe646cfd488761a53adb | | SupCon | 58.5 | Not recorded | 6938fe646cfd488761a53adb | | FixMatch | 57.6 | Not recorded | 6938fe646cfd488761a53adb | ### CLOP Top-1 Acc: 76.3. Result ID: 6995ea343badfaffe6f2e218. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_condition":"imbalanced-class training"}. This record does not assert independent reproduction. ### CCSSL Top-1 Acc: 74.4. Result ID: 6995ea343badfaffe6f2e215. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_condition":"imbalanced-class training"}. This record does not assert independent reproduction. ### SsCL Top-1 Acc: 71.9. Result ID: 6995ea343badfaffe6f2e214. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_condition":"imbalanced-class training"}. This record does not assert independent reproduction. ### SimMatchV2 Top-1 Acc: 68.9. Result ID: 6995ea343badfaffe6f2e217. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_condition":"imbalanced-class training"}. This record does not assert independent reproduction. ### SimMatch Top-1 Acc: 68.5. Result ID: 6995ea343badfaffe6f2e216. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"training\_condition":"imbalanced-class training"}. This record does not assert independent reproduction. ### SupCon Top-1 Acc: 58.5. Result ID: 6995ea343badfaffe6f2e212. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_condition":"imbalanced-class training"}. This record does not assert independent reproduction. ### FixMatch Top-1 Acc: 57.6. Result ID: 6995ea343badfaffe6f2e213. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_condition":"imbalanced-class training"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.