# Image Classification on CIFAR-100 (test) (Accuracy Profile by Training Epoch) Source: [Image Classification on CIFAR-100 (test) (Accuracy Profile by Training Epoch)]() Collection index: [llms.txt]() Data updated: 2026-06-02T12:43:57.291Z Evaluation of Image Classification performance on the CIFAR-100 test set, tracking Top-1 Accuracy progression at specific training epochs (50, 100, and 200). 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 | Top-1 Accuracy (Epoch 50) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 Accuracy (Epoch 50)](): Higher is better; unit: PERCENT. - [Top-1 Accuracy (Epoch 100)](): Higher is better; unit: PERCENT. - [Top-1 Accuracy (Epoch 200)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy (Epoch 50) | Result date | Report paper | | --- | --- | --- | --- | | Lion | 68 | Not recorded | 6a1e6447dbd7150506f85967 | | LPSGDM | 67.47 | Not recorded | 6a1e6447dbd7150506f85967 | | AdamW | 65.84 | Not recorded | 6a1e6447dbd7150506f85967 | | Lion | 65.39 | Not recorded | 6a1e6447dbd7150506f85967 | | SGD w/ Momentum | 63.34 | Not recorded | 6a1e6447dbd7150506f85967 | | Lion | 55.92 | Not recorded | 6a1e6447dbd7150506f85967 | | LPSGDM | 55.48 | Not recorded | 6a1e6447dbd7150506f85967 | | SGD w/ Momentum | 54.21 | Not recorded | 6a1e6447dbd7150506f85967 | | AdamW | 51.01 | Not recorded | 6a1e6447dbd7150506f85967 | | LPSGDM | 48.03 | Not recorded | 6a1e6447dbd7150506f85967 | | AdamW | 47.92 | Not recorded | 6a1e6447dbd7150506f85967 | | SGD w/ Momentum | 44.12 | Not recorded | 6a1e6447dbd7150506f85967 | ### Lion Top-1 Accuracy (Epoch 50): 68. Result ID: 6a1ecff7fbc373592c1a95fa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"ResNet-50"}. This record does not assert independent reproduction. ### LPSGDM Top-1 Accuracy (Epoch 50): 67.47. Result ID: 6a1ecff7fbc373592c1a95fb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ResNet-50"}. This record does not assert independent reproduction. ### AdamW Top-1 Accuracy (Epoch 50): 65.84. Result ID: 6a1ecff7fbc373592c1a95f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ResNet-50"}. This record does not assert independent reproduction. ### Lion Top-1 Accuracy (Epoch 50): 65.39. Result ID: 6a1ecff7fbc373592c1a95f6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"ResNet-18"}. This record does not assert independent reproduction. ### SGD w/ Momentum Top-1 Accuracy (Epoch 50): 63.34. Result ID: 6a1ecff7fbc373592c1a95f8. [Reporting paper]() Recorded evaluation configuration: {"Model":"ResNet-50"}. This record does not assert independent reproduction. ### Lion Top-1 Accuracy (Epoch 50): 55.92. Result ID: 6a1ecff7fbc373592c1a95f2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"VGG-11"}. This record does not assert independent reproduction. ### LPSGDM Top-1 Accuracy (Epoch 50): 55.48. Result ID: 6a1ecff7fbc373592c1a95f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"VGG-11"}. This record does not assert independent reproduction. ### SGD w/ Momentum Top-1 Accuracy (Epoch 50): 54.21. Result ID: 6a1ecff7fbc373592c1a95f0. [Reporting paper]() Recorded evaluation configuration: {"Model":"VGG-11"}. This record does not assert independent reproduction. ### AdamW Top-1 Accuracy (Epoch 50): 51.01. Result ID: 6a1ecff7fbc373592c1a95f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"VGG-11"}. This record does not assert independent reproduction. ### LPSGDM Top-1 Accuracy (Epoch 50): 48.03. Result ID: 6a1ecff7fbc373592c1a95f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ResNet-18"}. This record does not assert independent reproduction. ### AdamW Top-1 Accuracy (Epoch 50): 47.92. Result ID: 6a1ecff7fbc373592c1a95f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ResNet-18"}. This record does not assert independent reproduction. ### SGD w/ Momentum Top-1 Accuracy (Epoch 50): 44.12. Result ID: 6a1ecff7fbc373592c1a95f4. [Reporting paper]() Recorded evaluation configuration: {"Model":"ResNet-18"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.