# Image Classification on CIFAR100 (test) (Top-K Accuracy) Source: [Image Classification on CIFAR100 (test) (Top-K Accuracy)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:40.766Z Standard evaluation of Image Classification performance on the CIFAR-100 test set, reporting Top-1, Top-3, and Top-5 classification 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) | CIFAR100 (test) | | Metric | Top-1 Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 5 of 5 | | 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-3 Acc](): Higher is better; unit: PERCENT. - [Top-5 Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Acc | Result date | Report paper | | --- | --- | --- | --- | | OURS\_GC | 22.7 | Not recorded | 68fa6ec31e209131cea41d3c | | OURS\_Sep | 19.37 | Not recorded | 68fa6ec31e209131cea41d3c | | CyCLIP | 15.09 | Not recorded | 68fa6ec31e209131cea41d3c | | CLIP | 15.05 | Not recorded | 68fa6ec31e209131cea41d3c | | OURS\_Br | 14.22 | Not recorded | 68fa6ec31e209131cea41d3c | ### OURS\_GC Top-1 Acc: 22.7. Result ID: 699055e83a6c314849ffce7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Pre-training dataset":"CC3M","regularizer":"geometry consistency"}. This record does not assert independent reproduction. ### OURS\_Sep Top-1 Acc: 19.37. Result ID: 699055e83a6c314849ffce7b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Pre-training dataset":"CC3M","regularizer":"feature-separation"}. This record does not assert independent reproduction. ### CyCLIP Top-1 Acc: 15.09. Result ID: 699055e83a6c314849ffce7a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Pre-training dataset":"CC3M"}. This record does not assert independent reproduction. ### CLIP Top-1 Acc: 15.05. Result ID: 699055e83a6c314849ffce79. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Zero-shot":true,"Pre-training dataset":"CC3M"}. This record does not assert independent reproduction. ### OURS\_Br Top-1 Acc: 14.22. Result ID: 699055e83a6c314849ffce7c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Zero-shot":true,"Pre-training dataset":"CC3M","regularizer":"Brownian bridge"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.