# Image Classification on ImageNet Source (train val) Source: [Image Classification on ImageNet Source (train val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:29:31.750Z Evaluation of Image Classification performance on the ImageNet Source dataset using the combined training and validation splits. 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 Source (train val) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | DePT | 73.27 | Not recorded | 68fa728e1e209131cea5705c | | DePT | 72.77 | Not recorded | 68fa728e1e209131cea5705c | | DePT | 72.77 | Not recorded | 68fa728e1e209131cea5705c | | DePT | 72.63 | Not recorded | 68fa728e1e209131cea5705c | | MaPLe | 72.47 | Not recorded | 68fa728e1e209131cea5705c | | DePT | 71.97 | Not recorded | 68fa728e1e209131cea5705c | | CoOp | 71.8 | Not recorded | 68fa728e1e209131cea5705c | | DePT | 71.6 | Not recorded | 68fa728e1e209131cea5705c | | PromptSRC | 71.33 | Not recorded | 68fa728e1e209131cea5705c | | CoCoOp | 71.17 | Not recorded | 68fa728e1e209131cea5705c | | KgCoOp | 71.17 | Not recorded | 68fa728e1e209131cea5705c | | VPT | 70.8 | Not recorded | 68fa728e1e209131cea5705c | ### DePT Accuracy: 73.27. Result ID: 69925b363a6c3148490e6684. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Baseline":"MaPLe"}. This record does not assert independent reproduction. ### DePT Accuracy: 72.77. Result ID: 69925b363a6c3148490e6680. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Baseline":"CoCoOp"}. This record does not assert independent reproduction. ### DePT Accuracy: 72.77. Result ID: 69925b363a6c3148490e6682. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Baseline":"KgCoOp"}. This record does not assert independent reproduction. ### DePT Accuracy: 72.63. Result ID: 69925b363a6c3148490e667e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Baseline":"CoOp"}. This record does not assert independent reproduction. ### MaPLe Accuracy: 72.47. Result ID: 69925b363a6c3148490e6683. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DePT Accuracy: 71.97. Result ID: 69925b363a6c3148490e6686. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Baseline":"VPT"}. This record does not assert independent reproduction. ### CoOp Accuracy: 71.8. Result ID: 69925b363a6c3148490e667d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DePT Accuracy: 71.6. Result ID: 69925b363a6c3148490e6688. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Baseline":"PromptSRC"}. This record does not assert independent reproduction. ### PromptSRC Accuracy: 71.33. Result ID: 69925b363a6c3148490e6687. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CoCoOp Accuracy: 71.17. Result ID: 69925b363a6c3148490e667f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KgCoOp Accuracy: 71.17. Result ID: 69925b363a6c3148490e6681. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### VPT Accuracy: 70.8. Result ID: 69925b363a6c3148490e6685. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.