# Image Classification and Watermark Verification on CIFAR-100 Source: [Image Classification and Watermark Verification on CIFAR-100]() Collection index: [llms.txt]() Data updated: 2026-06-11T10:26:32.483Z Evaluation of combined performance on CIFAR-100, assessing both standard Image Classification accuracy (ACC) and Watermark Verification Success Rate (WSR). 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 and Watermark Verification | | Dataset (including any stated split) | CIFAR-100 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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. - [WSR](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | T2S | 65.27 | Not recorded | 6a2a4137d33dfb23e783944d | | SSW-S | 65.15 | Not recorded | 6a2a4137d33dfb23e783944d | | Content | 65.07 | Not recorded | 6a2a4137d33dfb23e783944d | | SSW-P | 64.98 | Not recorded | 6a2a4137d33dfb23e783944d | | EWE | 64.93 | Not recorded | 6a2a4137d33dfb23e783944d | | SSW-S | 59.71 | Not recorded | 6a2a4137d33dfb23e783944d | | T2S | 59.49 | Not recorded | 6a2a4137d33dfb23e783944d | | SSW-P | 58.98 | Not recorded | 6a2a4137d33dfb23e783944d | | Content | 58.76 | Not recorded | 6a2a4137d33dfb23e783944d | | EWE | 57.87 | Not recorded | 6a2a4137d33dfb23e783944d | | SSW-P | 36.83 | Not recorded | 6a2a4137d33dfb23e783944d | | SSW-S | 35.8 | Not recorded | 6a2a4137d33dfb23e783944d | | EWE | 35.51 | Not recorded | 6a2a4137d33dfb23e783944d | | Content | 33.64 | Not recorded | 6a2a4137d33dfb23e783944d | | T2S | 30.82 | Not recorded | 6a2a4137d33dfb23e783944d | ### T2S Accuracy: 65.27. Result ID: 6a2a8cfefbc373592c286041. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (soft label)"}. This record does not assert independent reproduction. ### SSW-S Accuracy: 65.15. Result ID: 6a2a8cfefbc373592c28603e. [Reporting paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (soft label)"}. This record does not assert independent reproduction. ### Content Accuracy: 65.07. Result ID: 6a2a8cfefbc373592c286035. [Reporting paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (soft label)"}. This record does not assert independent reproduction. ### SSW-P Accuracy: 64.98. Result ID: 6a2a8cfefbc373592c28603b. [Reporting paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (soft label)"}. This record does not assert independent reproduction. ### EWE Accuracy: 64.93. Result ID: 6a2a8cfefbc373592c286038. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (soft label)"}. This record does not assert independent reproduction. ### SSW-S Accuracy: 59.71. Result ID: 6a2a8cfefbc373592c28603f. [Reporting paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (hard label)"}. This record does not assert independent reproduction. ### T2S Accuracy: 59.49. Result ID: 6a2a8cfefbc373592c286042. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (hard label)"}. This record does not assert independent reproduction. ### SSW-P Accuracy: 58.98. Result ID: 6a2a8cfefbc373592c28603c. [Reporting paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (hard label)"}. This record does not assert independent reproduction. ### Content Accuracy: 58.76. Result ID: 6a2a8cfefbc373592c286036. [Reporting paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (hard label)"}. This record does not assert independent reproduction. ### EWE Accuracy: 57.87. Result ID: 6a2a8cfefbc373592c286039. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Extraction Attack":"Knockoff (hard label)"}. This record does not assert independent reproduction. ### SSW-P Accuracy: 36.83. Result ID: 6a2a8cfefbc373592c28603d. [Reporting paper]() Recorded evaluation configuration: {"Model Extraction Attack":"DFME"}. This record does not assert independent reproduction. ### SSW-S Accuracy: 35.8. Result ID: 6a2a8cfefbc373592c286040. [Reporting paper]() Recorded evaluation configuration: {"Model Extraction Attack":"DFME"}. This record does not assert independent reproduction. ### EWE Accuracy: 35.51. Result ID: 6a2a8cfefbc373592c28603a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Extraction Attack":"DFME"}. This record does not assert independent reproduction. ### Content Accuracy: 33.64. Result ID: 6a2a8cfefbc373592c286037. [Reporting paper]() Recorded evaluation configuration: {"Model Extraction Attack":"DFME"}. This record does not assert independent reproduction. ### T2S Accuracy: 30.82. Result ID: 6a2a8cfefbc373592c286043. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Extraction Attack":"DFME"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.