# Image Classification on Clean ViT-B/16 (test) Source: [Image Classification on Clean ViT-B/16 (test)]() Collection index: [llms.txt]() Data updated: 2026-04-28T08:20:38.393Z Evaluation of Image Classification performance using the Clean ViT-B/16 configuration on the test split, reporting 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) | Clean ViT-B/16 (test) | | 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 | | --- | --- | --- | --- | | RegMean++ | 93.2 | Not recorded | 68fa7a631e209131cea82cfa | | DOGE AM | 93.1 | Not recorded | 68fa7a631e209131cea82cfa | | RegMean | 92.6 | Not recorded | 68fa7a631e209131cea82cfa | | TSV-M | 92.3 | Not recorded | 68fa7a631e209131cea82cfa | | Layer-wise AdaMerging | 90.9 | Not recorded | 68fa7a631e209131cea82cfa | | Iso-CTS | 90.7 | Not recorded | 68fa7a631e209131cea82cfa | | DOGE TA | 90.5 | Not recorded | 68fa7a631e209131cea82cfa | | Iso-C | 90.3 | Not recorded | 68fa7a631e209131cea82cfa | | Task Arithmetic | 84 | Not recorded | 68fa7a631e209131cea82cfa | | Model Soups | 81.9 | Not recorded | 68fa7a631e209131cea82cfa | | Fisher Merging | 81.4 | Not recorded | 68fa7a631e209131cea82cfa | | TIES-Merging | 78.4 | Not recorded | 68fa7a631e209131cea82cfa | ### RegMean++ Accuracy: 93.2. Result ID: 69f06cb147f34ce924d63b8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Training-Free Methods"}. This record does not assert independent reproduction. ### DOGE AM Accuracy: 93.1. Result ID: 69f06cb147f34ce924d63b91. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Test-Time Adaptation"}. This record does not assert independent reproduction. ### RegMean Accuracy: 92.6. Result ID: 69f06cb147f34ce924d63b8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Training-Free Methods"}. This record does not assert independent reproduction. ### TSV-M Accuracy: 92.3. Result ID: 69f06cb147f34ce924d63b89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Data-Free Methods"}. This record does not assert independent reproduction. ### Layer-wise AdaMerging Accuracy: 90.9. Result ID: 69f06cb147f34ce924d63b90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Test-Time Adaptation"}. This record does not assert independent reproduction. ### Iso-CTS Accuracy: 90.7. Result ID: 69f06cb147f34ce924d63b8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Data-Free Methods"}. This record does not assert independent reproduction. ### DOGE TA Accuracy: 90.5. Result ID: 69f06cb147f34ce924d63b8a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Data-Free Methods"}. This record does not assert independent reproduction. ### Iso-C Accuracy: 90.3. Result ID: 69f06cb147f34ce924d63b8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Data-Free Methods"}. This record does not assert independent reproduction. ### Task Arithmetic Accuracy: 84. Result ID: 69f06cb147f34ce924d63b87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Data-Free Methods"}. This record does not assert independent reproduction. ### Model Soups Accuracy: 81.9. Result ID: 69f06cb147f34ce924d63b86. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Data-Free Methods"}. This record does not assert independent reproduction. ### Fisher Merging Accuracy: 81.4. Result ID: 69f06cb147f34ce924d63b8d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Training-Free Methods"}. This record does not assert independent reproduction. ### TIES-Merging Accuracy: 78.4. Result ID: 69f06cb147f34ce924d63b88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ViT-B/16","Method Category":"Data-Free Methods"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.