# Image Classification on ImageNet 50,000 generated samples 256x256 (test) Source: [Image Classification on ImageNet 50,000 generated samples 256x256 (test)]() Collection index: [llms.txt]() Data updated: 2026-05-26T10:49:06.433Z Evaluation of Image Classification performance on the test split of a specific dataset variant composed of 50,000 generated 256x256 samples derived from ImageNet, reporting Top-1 and Top-5 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) | ImageNet 50,000 generated samples 256x256 (test) | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 3 of 3 | | 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](): Higher is better; unit: PERCENT. - [Top-5 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SFM | 87.13 | Not recorded | 6a152962dbd7150506f7e2eb | | I-CFM Proj | 79.53 | Not recorded | 6a152962dbd7150506f7e2eb | | I-CFM | 61.83 | Not recorded | 6a152962dbd7150506f7e2eb | ### SFM Top-1 Accuracy: 87.13. Result ID: 6a1579d6fbc373592c0da657. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dynamics":"Fully geometry-aware generative dynamics","Sample Count":"50,000"}. This record does not assert independent reproduction. ### I-CFM Proj Top-1 Accuracy: 79.53. Result ID: 6a1579d6fbc373592c0da656. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dynamics":"Incorporating hyperspherical projection","Sample Count":"50,000"}. This record does not assert independent reproduction. ### I-CFM Top-1 Accuracy: 61.83. Result ID: 6a1579d6fbc373592c0da655. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Dynamics":"Euclidean flow matching","Sample Count":"50,000"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.