# Dataset Distillation on CIFAR-10 10 images/class (test) Source: [Dataset Distillation on CIFAR-10 10 images/class (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:51.156Z Evaluation of Dataset Distillation performance using Accuracy on the specific 10 images/class subset of the CIFAR-10 test set. 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 | Dataset Distillation | | Dataset (including any stated split) | CIFAR-10 10 images/class (test) | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | IDC | 67.5 | Not recorded | 68fa6f131e209131cea43bd3 | | Ours | 67.1 | Not recorded | 68fa6f131e209131cea43bd3 | | Ours | 66.5 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 66.2 | Not recorded | 68fa6f131e209131cea43bd3 | | Ours | 65.2 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 65 | Not recorded | 68fa6f131e209131cea43bd3 | | IDC | 63.7 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 52.1 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 47 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 46.2 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 44.9 | Not recorded | 68fa6f131e209131cea43bd3 | | DSA | 44.8 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 41.6 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 39.2 | Not recorded | 68fa6f131e209131cea43bd3 | | DC | 37.8 | Not recorded | 68fa6f131e209131cea43bd3 | ### IDC Accuracy: 67.5. Result ID: 6990a5f03a6c314849021f85. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"1x"}. This record does not assert independent reproduction. ### Ours Accuracy: 67.1. Result ID: 6990a5f03a6c314849021f89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### Ours Accuracy: 66.5. Result ID: 6990a5f03a6c314849021f8a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### IDC Accuracy: 66.2. Result ID: 6990a5f03a6c314849021f86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### Ours Accuracy: 65.2. Result ID: 6990a5f03a6c314849021f8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### IDC Accuracy: 65. Result ID: 6990a5f03a6c314849021f87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### IDC Accuracy: 63.7. Result ID: 6990a5f03a6c314849021f88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### DSA Accuracy: 52.1. Result ID: 6990a5f03a6c314849021f81. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"1x"}. This record does not assert independent reproduction. ### DSA Accuracy: 47. Result ID: 6990a5f03a6c314849021f82. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### DSA Accuracy: 46.2. Result ID: 6990a5f03a6c314849021f83. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### DC Accuracy: 44.9. Result ID: 6990a5f03a6c314849021f7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"1x"}. This record does not assert independent reproduction. ### DSA Accuracy: 44.8. Result ID: 6990a5f03a6c314849021f84. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. ### DC Accuracy: 41.6. Result ID: 6990a5f03a6c314849021f7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"5x"}. This record does not assert independent reproduction. ### DC Accuracy: 39.2. Result ID: 6990a5f03a6c314849021f7f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"10x"}. This record does not assert independent reproduction. ### DC Accuracy: 37.8. Result ID: 6990a5f03a6c314849021f80. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Speed up":"20x"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.