# Image Classification on ImageNet 500 Source: [Image Classification on ImageNet 500]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:06:41.918Z Evaluation of Image Classification performance on the ImageNet 500 subset, measured using Top-1 and Top-5 accuracy metrics. 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 500 | | Metric | Top-1 Acc | | 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 Acc](): Higher is better; unit: PERCENT. - [Top-5 Acc](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Acc | Result date | Report paper | | --- | --- | --- | --- | | CAPro | 72 | Not recorded | 68fa70ea1e209131cea4dfab | | SCC | 69.7 | Not recorded | 68fa70ea1e209131cea4dfab | | Vanilla | 68.8 | Not recorded | 68fa70ea1e209131cea4dfab | | Vanilla | 64.5 | Not recorded | 68fa70ea1e209131cea4dfab | | VSGraph+ | 63.1 | Not recorded | 68fa70ea1e209131cea4dfab | | CoTeach | 62.1 | Not recorded | 68fa70ea1e209131cea4dfab | | Vanilla | 61.5 | Not recorded | 68fa70ea1e209131cea4dfab | ### CAPro Top-1 Acc: 72. Result ID: 699161ec3a6c31484907c48c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### SCC Top-1 Acc: 69.7. Result ID: 699161ec3a6c31484907c487. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50D \[94\]"}. This record does not assert independent reproduction. ### Vanilla Top-1 Acc: 68.8. Result ID: 699161ec3a6c31484907c486. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50D \[94\]","Source":"\[22\]"}. This record does not assert independent reproduction. ### Vanilla Top-1 Acc: 64.5. Result ID: 699161ec3a6c31484907c48b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Note":"baseline implementation"}. This record does not assert independent reproduction. ### VSGraph+ Top-1 Acc: 63.1. Result ID: 699161ec3a6c31484907c48a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### CoTeach Top-1 Acc: 62.1. Result ID: 699161ec3a6c31484907c489. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ResNet-50"}. This record does not assert independent reproduction. ### Vanilla Top-1 Acc: 61.5. Result ID: 699161ec3a6c31484907c488. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet-50","Source":"\[78\]"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.