# Image Classification on ImageNet full 1k (test) Source: [Image Classification on ImageNet full 1k (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:10.846Z Evaluation of Image Classification performance on the test split of the full ImageNet 1k dataset, reporting Top-1 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 full 1k (test) | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PaCo | 81.8 | Not recorded | 68fa6a8d1e209131cea28b82 | | PaCo | 80.9 | Not recorded | 68fa6a8d1e209131cea28b82 | | Supcon | 80.2 | Not recorded | 68fa6a8d1e209131cea28b82 | | PaCo | 79.3 | Not recorded | 68fa6a8d1e209131cea28b82 | | PaCo | 78.7 | Not recorded | 68fa6a8d1e209131cea28b82 | | Supcon | 78.4 | Not recorded | 68fa6a8d1e209131cea28b82 | | multi-task | 78.1 | Not recorded | 68fa6a8d1e209131cea28b82 | | Supcon | 77.9 | Not recorded | 68fa6a8d1e209131cea28b82 | ### PaCo Top-1 Accuracy: 81.8. Result ID: 699ab8d85698665ec446d0d2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"ResNet-200","augmentation":"StackedRandAugment"}. This record does not assert independent reproduction. ### PaCo Top-1 Accuracy: 80.9. Result ID: 699ab8d85698665ec446d0d1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"ResNet-101","augmentation":"StackedRandAugment"}. This record does not assert independent reproduction. ### Supcon Top-1 Accuracy: 80.2. Result ID: 699ab8d85698665ec446d0cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ResNet-101","augmentation":"StackedRandAugment"}. This record does not assert independent reproduction. ### PaCo Top-1 Accuracy: 79.3. Result ID: 699ab8d85698665ec446d0d0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"ResNet-50","augmentation":"RandAugment"}. This record does not assert independent reproduction. ### PaCo Top-1 Accuracy: 78.7. Result ID: 699ab8d85698665ec446d0cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"ResNet-50","augmentation":"SimAugment"}. This record does not assert independent reproduction. ### Supcon Top-1 Accuracy: 78.4. Result ID: 699ab8d85698665ec446d0cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ResNet-50","augmentation":"RandAugment"}. This record does not assert independent reproduction. ### multi-task Top-1 Accuracy: 78.1. Result ID: 699ab8d85698665ec446d0ce. [Reporting paper]() Recorded evaluation configuration: {"Model":"ResNet-50","augmentation":"RandAugment"}. This record does not assert independent reproduction. ### Supcon Top-1 Accuracy: 77.9. Result ID: 699ab8d85698665ec446d0cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ResNet-50","augmentation":"SimAugment \*"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.