# Image Classification on ImageNet-1K (val) (Accuracy Only) Source: [Image Classification on ImageNet-1K (val) (Accuracy Only)]() Collection index: [llms.txt]() Data updated: 2026-05-04T09:29:45.182Z Evaluation of Image Classification performance on the validation split of ImageNet-1K, reporting only 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-1K (val) | | 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. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | SigLIP2 | 88.9 | Not recorded | 69f8281dc0f56ed843088b10 | | SigLIP | 86.7 | Not recorded | 69f8281dc0f56ed843088b10 | | GenLIP | 85.2 | Not recorded | 69f8281dc0f56ed843088b10 | | CLIP | 85.1 | Not recorded | 69f8281dc0f56ed843088b10 | | GenLIP | 84.3 | Not recorded | 69f8281dc0f56ed843088b10 | | GenLIP | 83.9 | Not recorded | 69f8281dc0f56ed843088b10 | | GenLIP w/o GA | 76.2 | Not recorded | 69f8281dc0f56ed843088b10 | ### SigLIP2 Top-1 Accuracy: 88.9. Result ID: 69f8670347f34ce924dc74f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"So/14","Evaluation Protocol":"Attentive probing"}. This record does not assert independent reproduction. ### SigLIP Top-1 Accuracy: 86.7. Result ID: 69f8670347f34ce924dc74f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Arch":"So/14","Evaluation Protocol":"Attentive probing"}. This record does not assert independent reproduction. ### GenLIP Top-1 Accuracy: 85.2. Result ID: 69f8670347f34ce924dc74fa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Arch":"g/16","Evaluation Protocol":"Attentive probing"}. This record does not assert independent reproduction. ### CLIP Top-1 Accuracy: 85.1. Result ID: 69f8670347f34ce924dc74f4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Arch":"L/14","Evaluation Protocol":"Attentive probing"}. This record does not assert independent reproduction. ### GenLIP Top-1 Accuracy: 84.3. Result ID: 69f8670347f34ce924dc74f9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Arch":"So/16","Evaluation Protocol":"Attentive probing"}. This record does not assert independent reproduction. ### GenLIP Top-1 Accuracy: 83.9. Result ID: 69f8670347f34ce924dc74f8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Arch":"L/16","Evaluation Protocol":"Attentive probing"}. This record does not assert independent reproduction. ### GenLIP w/o GA Top-1 Accuracy: 76.2. Result ID: 69f8670347f34ce924dc74f7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Arch":"So/16","Evaluation Protocol":"Attentive probing"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.