# Image Classification on ImageNet subsets 1.0 (test) Source: [Image Classification on ImageNet subsets 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-19T08:02:23.177Z Evaluation of Image Classification performance on the test split of the ImageNet subsets version 1.0, utilizing a custom set of 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 subsets 1.0 (test) | | Metric | Nette Score | | 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 - [Nette Score](): Higher is better; unit: PERCENT. - [Woof Score](): Higher is better; unit: PERCENT. - [Fruit Score](): Higher is better; unit: PERCENT. - [Yellow Score](): Higher is better; unit: PERCENT. - [Meow Score](): Higher is better; unit: PERCENT. - [Squawk Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Nette Score | Result date | Report paper | | --- | --- | --- | --- | | DDiF | 59.3 | Not recorded | 68fa7bca1e209131cea8a7fd | | GSDD | 58.1 | Not recorded | 68fa7bca1e209131cea8a7fd | | FreD | 36.2 | Not recorded | 68fa7bca1e209131cea8a7fd | | LD3M | 32 | Not recorded | 68fa7bca1e209131cea8a7fd | | H-GLaD | 30.8 | Not recorded | 68fa7bca1e209131cea8a7fd | | GLaD | 30.4 | Not recorded | 68fa7bca1e209131cea8a7fd | | IDC | 27.9 | Not recorded | 68fa7bca1e209131cea8a7fd | | TM | 22 | Not recorded | 68fa7bca1e209131cea8a7fd | ### DDiF Nette Score: 59.3. Result ID: 69bbad5947f34ce924a5580b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Synthesis Architecture":"ConvNet","Evaluation Architectures":"AlexNet, VGG11, ResNet18, ViT"}. This record does not assert independent reproduction. ### GSDD Nette Score: 58.1. Result ID: 69bbad5947f34ce924a5580c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Synthesis Architecture":"ConvNet","Evaluation Architectures":"AlexNet, VGG11, ResNet18, ViT"}. This record does not assert independent reproduction. ### FreD Nette Score: 36.2. Result ID: 69bbad5947f34ce924a55807. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Synthesis Architecture":"ConvNet","Evaluation Architectures":"AlexNet, VGG11, ResNet18, ViT"}. This record does not assert independent reproduction. ### LD3M Nette Score: 32. Result ID: 69bbad5947f34ce924a5580a. [Reporting paper]() Recorded evaluation configuration: {"Synthesis Architecture":"ConvNet","Evaluation Architectures":"AlexNet, VGG11, ResNet18, ViT"}. This record does not assert independent reproduction. ### H-GLaD Nette Score: 30.8. Result ID: 69bbad5947f34ce924a55809. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Synthesis Architecture":"ConvNet","Evaluation Architectures":"AlexNet, VGG11, ResNet18, ViT"}. This record does not assert independent reproduction. ### GLaD Nette Score: 30.4. Result ID: 69bbad5947f34ce924a55808. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Synthesis Architecture":"ConvNet","Evaluation Architectures":"AlexNet, VGG11, ResNet18, ViT"}. This record does not assert independent reproduction. ### IDC Nette Score: 27.9. Result ID: 69bbad5947f34ce924a55806. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Synthesis Architecture":"ConvNet","Evaluation Architectures":"AlexNet, VGG11, ResNet18, ViT"}. This record does not assert independent reproduction. ### TM Nette Score: 22. Result ID: 69bbad5947f34ce924a55805. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Synthesis Architecture":"ConvNet","Evaluation Architectures":"AlexNet, VGG11, ResNet18, ViT"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.