# Image Classification on ImageNet-R-20 (Target) Source: [Image Classification on ImageNet-R-20 (Target)]() Collection index: [llms.txt]() Data updated: 2026-05-21T11:48:18.941Z Evaluation of Image Classification performance on the ImageNet-R-20 (Target) dataset, measured using specific target accuracies (D\_tar,X). 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-R-20 (Target) | | Metric | Accuracy (D\_tar,1) | | 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 - [Accuracy (D\_tar,1)](): Higher is better; unit: PERCENT. - [Accuracy (D\_tar,2)](): Higher is better; unit: PERCENT. - [Accuracy (D\_tar,3)](): Higher is better; unit: PERCENT. - [Accuracy (D\_tar,4)](): Higher is better; unit: PERCENT. - [Accuracy (D\_tar,5)](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (D\_tar,1) | Result date | Report paper | | --- | --- | --- | --- | | MAGMAX | 84 | Not recorded | 6a0e9173f984739ed67389bc | | Baseline | 83 | Not recorded | 6a0e9173f984739ed67389bc | | TIES-Merging | 83 | Not recorded | 6a0e9173f984739ed67389bc | | Tunable MAGMAX | 83 | Not recorded | 6a0e9173f984739ed67389bc | | Tunable MAGMAX | 83 | Not recorded | 6a0e9173f984739ed67389bc | | Random Mix | 82 | Not recorded | 6a0e9173f984739ed67389bc | | Average | 82 | Not recorded | 6a0e9173f984739ed67389bc | ### MAGMAX Accuracy (D\_tar,1): 84. Result ID: 6a0ef0fcfbc373592c0747af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Baseline Accuracy (D\_tar,1): 83. Result ID: 6a0ef0fcfbc373592c0747ab. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TIES-Merging Accuracy (D\_tar,1): 83. Result ID: 6a0ef0fcfbc373592c0747ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Tunable MAGMAX Accuracy (D\_tar,1): 83. Result ID: 6a0ef0fcfbc373592c0747b0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tuning Type":"OT"}. This record does not assert independent reproduction. ### Tunable MAGMAX Accuracy (D\_tar,1): 83. Result ID: 6a0ef0fcfbc373592c0747b1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Tuning Type":"Label"}. This record does not assert independent reproduction. ### Random Mix Accuracy (D\_tar,1): 82. Result ID: 6a0ef0fcfbc373592c0747ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Average Accuracy (D\_tar,1): 82. Result ID: 6a0ef0fcfbc373592c0747ad. [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.