# Image Classification on ImageNet 2 images per class 1K (test) Source: [Image Classification on ImageNet 2 images per class 1K (test)]() Collection index: [llms.txt]() Data updated: 2026-02-27T07:12:57.466Z Evaluation of Image Classification performance on the specific '2 images per class' subset of the ImageNet 1K test set, measured by 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 2 images per class 1K (test) | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 | | --- | --- | --- | --- | | MSN | 66.4 | Not recorded | 68fa6c591e209131cea33793 | | MSN | 64.9 | Not recorded | 68fa6c591e209131cea33793 | | MSN | 64.6 | Not recorded | 68fa6c591e209131cea33793 | | MSN | 58.9 | Not recorded | 68fa6c591e209131cea33793 | | iBOT | 56.2 | Not recorded | 68fa6c591e209131cea33793 | | DINO | 56 | Not recorded | 68fa6c591e209131cea33793 | | DINO | 55.9 | Not recorded | 68fa6c591e209131cea33793 | | MSN | 55.8 | Not recorded | 68fa6c591e209131cea33793 | | DINO | 51.9 | Not recorded | 68fa6c591e209131cea33793 | | iBOT | 50.8 | Not recorded | 68fa6c591e209131cea33793 | | DINO | 48.9 | Not recorded | 68fa6c591e209131cea33793 | | MAE | 25 | Not recorded | 68fa6c591e209131cea33793 | | MAE | 19.3 | Not recorded | 68fa6c591e209131cea33793 | | MAE | 18.6 | Not recorded | 68fa6c591e209131cea33793 | ### MSN Top-1 Accuracy: 66.4. Result ID: 69a143f735dfcabb00e5e4f1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-L/7","Epochs":"200"}. This record does not assert independent reproduction. ### MSN Top-1 Accuracy: 64.9. Result ID: 69a143f735dfcabb00e5e4ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-B/8","Epochs":"600"}. This record does not assert independent reproduction. ### MSN Top-1 Accuracy: 64.6. Result ID: 69a143f735dfcabb00e5e4f0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-B/4","Epochs":"300"}. This record does not assert independent reproduction. ### MSN Top-1 Accuracy: 58.9. Result ID: 69a143f735dfcabb00e5e4ee. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-B/16","Epochs":"600"}. This record does not assert independent reproduction. ### iBOT Top-1 Accuracy: 56.2. Result ID: 69a143f735dfcabb00e5e4e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-B/16","Epochs":"400"}. This record does not assert independent reproduction. ### DINO Top-1 Accuracy: 56. Result ID: 69a143f735dfcabb00e5e4e8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-S/8","Epochs":"800"}. This record does not assert independent reproduction. ### DINO Top-1 Accuracy: 55.9. Result ID: 69a143f735dfcabb00e5e4e9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-B/8","Epochs":"300"}. This record does not assert independent reproduction. ### MSN Top-1 Accuracy: 55.8. Result ID: 69a143f735dfcabb00e5e4ed. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-S/16","Epochs":"800"}. This record does not assert independent reproduction. ### DINO Top-1 Accuracy: 51.9. Result ID: 69a143f735dfcabb00e5e4e7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-B/16","Epochs":"400"}. This record does not assert independent reproduction. ### iBOT Top-1 Accuracy: 50.8. Result ID: 69a143f735dfcabb00e5e4e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-S/16","Epochs":"800"}. This record does not assert independent reproduction. ### DINO Top-1 Accuracy: 48.9. Result ID: 69a143f735dfcabb00e5e4e6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Architecture":"ViT-S/16","Epochs":"800"}. This record does not assert independent reproduction. ### MAE Top-1 Accuracy: 25. Result ID: 69a143f735dfcabb00e5e4ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-B/16","Epochs":"1600"}. This record does not assert independent reproduction. ### MAE Top-1 Accuracy: 19.3. Result ID: 69a143f735dfcabb00e5e4eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-L/16","Epochs":"1600"}. This record does not assert independent reproduction. ### MAE Top-1 Accuracy: 18.6. Result ID: 69a143f735dfcabb00e5e4ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Architecture":"ViT-H/14","Epochs":"1600"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.