# Image Classification on ImageNet 100% labels 1.0 Source: [Image Classification on ImageNet 100% labels 1.0]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:59.108Z Evaluation of Image Classification performance on the full 100% labeled set of ImageNet version 1.0, typically measured using 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 100% labels 1.0 | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 | | --- | --- | --- | --- | | SMoG | 80.2 | Not recorded | 68fa6d021e209131cea37431 | | SMoG | 78.3 | Not recorded | 68fa6d021e209131cea37431 | | Supervised | 77.8 | Not recorded | 68fa6d021e209131cea37431 | | BYOL | 77.7 | Not recorded | 68fa6d021e209131cea37431 | | SSL-HSIC | 77.2 | Not recorded | 68fa6d021e209131cea37431 | | Supervised | 76.1 | Not recorded | 68fa6d021e209131cea37431 | | SimCLR | 76 | Not recorded | 68fa6d021e209131cea37431 | ### SMoG Top-1 Accuracy: 80.2. Result ID: 698f77fa3a6c314849f8d8e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"resnet-50 x2"}. This record does not assert independent reproduction. ### SMoG Top-1 Accuracy: 78.3. Result ID: 698f77fa3a6c314849f8d8df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"resnet-50 x1"}. This record does not assert independent reproduction. ### Supervised Top-1 Accuracy: 77.8. Result ID: 698f77fa3a6c314849f8d8e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"resnet-50 x2"}. This record does not assert independent reproduction. ### BYOL Top-1 Accuracy: 77.7. Result ID: 698f77fa3a6c314849f8d8dd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"resnet-50 x1"}. This record does not assert independent reproduction. ### SSL-HSIC Top-1 Accuracy: 77.2. Result ID: 698f77fa3a6c314849f8d8de. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"resnet-50 x1"}. This record does not assert independent reproduction. ### Supervised Top-1 Accuracy: 76.1. Result ID: 698f77fa3a6c314849f8d8db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"resnet-50 x1"}. This record does not assert independent reproduction. ### SimCLR Top-1 Accuracy: 76. Result ID: 698f77fa3a6c314849f8d8dc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"resnet-50 x1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.