# Similarity Confidence on CIFAR-100 Source: [Similarity Confidence on CIFAR-100]() Collection index: [llms.txt]() Data updated: 2026-03-04T09:49:26.838Z Evaluation of model performance on measuring similarity confidence using standard accuracy on the CIFAR-100 dataset. 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 | Similarity Confidence | | Dataset (including any stated split) | CIFAR-100 | | 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 | | --- | --- | --- | --- | | FastBUS | 62.44 | Not recorded | 69a66bc82d603e6de3e3cb61 | | GLWS | 61.53 | Not recorded | 69a66bc82d603e6de3e3cb61 | | FastBUS | 61.36 | Not recorded | 69a66bc82d603e6de3e3cb61 | | GLWS | 61.1 | Not recorded | 69a66bc82d603e6de3e3cb61 | | ScABS | 60.52 | Not recorded | 69a66bc82d603e6de3e3cb61 | | ScNNABS | 60.46 | Not recorded | 69a66bc82d603e6de3e3cb61 | | SCReLU | 60.45 | Not recorded | 69a66bc82d603e6de3e3cb61 | | ScUnbias | 60.4 | Not recorded | 69a66bc82d603e6de3e3cb61 | | SCReLU | 60.04 | Not recorded | 69a66bc82d603e6de3e3cb61 | | ScUnbias | 60.03 | Not recorded | 69a66bc82d603e6de3e3cb61 | | ScABS | 60.02 | Not recorded | 69a66bc82d603e6de3e3cb61 | | ScNNABS | 60.02 | Not recorded | 69a66bc82d603e6de3e3cb61 | ### FastBUS Accuracy: 62.44. Result ID: 69a8001c6dbb7075b94d437b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"3000","Prior":"0.45"}. This record does not assert independent reproduction. ### GLWS Accuracy: 61.53. Result ID: 69a8001c6dbb7075b94d4379. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"3000","Prior":"0.45"}. This record does not assert independent reproduction. ### FastBUS Accuracy: 61.36. Result ID: 69a8001c6dbb7075b94d437c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"10000","Prior":"0.65"}. This record does not assert independent reproduction. ### GLWS Accuracy: 61.1. Result ID: 69a8001c6dbb7075b94d437a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"10000","Prior":"0.65"}. This record does not assert independent reproduction. ### ScABS Accuracy: 60.52. Result ID: 69a8001c6dbb7075b94d4371. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"3000","Prior":"0.45"}. This record does not assert independent reproduction. ### ScNNABS Accuracy: 60.46. Result ID: 69a8001c6dbb7075b94d4375. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"3000","Prior":"0.45"}. This record does not assert independent reproduction. ### SCReLU Accuracy: 60.45. Result ID: 69a8001c6dbb7075b94d4373. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"3000","Prior":"0.45"}. This record does not assert independent reproduction. ### ScUnbias Accuracy: 60.4. Result ID: 69a8001c6dbb7075b94d4377. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"3000","Prior":"0.45"}. This record does not assert independent reproduction. ### SCReLU Accuracy: 60.04. Result ID: 69a8001c6dbb7075b94d4374. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"10000","Prior":"0.65"}. This record does not assert independent reproduction. ### ScUnbias Accuracy: 60.03. Result ID: 69a8001c6dbb7075b94d4378. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"10000","Prior":"0.65"}. This record does not assert independent reproduction. ### ScABS Accuracy: 60.02. Result ID: 69a8001c6dbb7075b94d4372. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"10000","Prior":"0.65"}. This record does not assert independent reproduction. ### ScNNABS Accuracy: 60.02. Result ID: 69a8001c6dbb7075b94d4376. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"N":"10000","Prior":"0.65"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.