# Image Classification on Tiny ImageNet (CA, ASR) Source: [Image Classification on Tiny ImageNet (CA, ASR)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:32:15.017Z Evaluation of Image Classification performance on the Tiny ImageNet dataset, measured using Classification Accuracy (CA) and Average Success Rate (ASR). 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) | Tiny ImageNet | | 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. - [Average Success Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LRAM | 58.3 | Not recorded | 6976f4fda2b28e761d87c1cd | | Control Model | 57.2 | Not recorded | 6976f4fda2b28e761d87c1cd | | LRAM | 57.2 | Not recorded | 6976f4fda2b28e761d87c1cd | | Control Model | 57 | Not recorded | 6976f4fda2b28e761d87c1cd | | LRAM | 42.3 | Not recorded | 6976f4fda2b28e761d87c1cd | | LRAM | 41.5 | Not recorded | 6976f4fda2b28e761d87c1cd | | LRAM | 41.3 | Not recorded | 6976f4fda2b28e761d87c1cd | | Control Model | 41 | Not recorded | 6976f4fda2b28e761d87c1cd | | Control Model | 41 | Not recorded | 6976f4fda2b28e761d87c1cd | | LRAM | 41 | Not recorded | 6976f4fda2b28e761d87c1cd | | Control Model | 40.8 | Not recorded | 6976f4fda2b28e761d87c1cd | | Control Model | 40.8 | Not recorded | 6976f4fda2b28e761d87c1cd | ### LRAM Accuracy: 58.3. Result ID: 69991ec55698665ec485a939. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rank":200,"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### Control Model Accuracy: 57.2. Result ID: 69991ec55698665ec485a938. [Reporting paper]() Recorded evaluation configuration: {"Rank":200,"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### LRAM Accuracy: 57.2. Result ID: 69991ec55698665ec485a93f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rank":190,"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### Control Model Accuracy: 57. Result ID: 69991ec55698665ec485a93e. [Reporting paper]() Recorded evaluation configuration: {"Rank":190,"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### LRAM Accuracy: 42.3. Result ID: 69991ec55698665ec485a93b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rank":200,"Backbone":"MobileNetV2"}. This record does not assert independent reproduction. ### LRAM Accuracy: 41.5. Result ID: 69991ec55698665ec485a937. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rank":200,"Backbone":"VGG16"}. This record does not assert independent reproduction. ### LRAM Accuracy: 41.3. Result ID: 69991ec55698665ec485a941. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rank":190,"Backbone":"MobileNetV2"}. This record does not assert independent reproduction. ### Control Model Accuracy: 41. Result ID: 69991ec55698665ec485a936. [Reporting paper]() Recorded evaluation configuration: {"Rank":200,"Backbone":"VGG16"}. This record does not assert independent reproduction. ### Control Model Accuracy: 41. Result ID: 69991ec55698665ec485a93c. [Reporting paper]() Recorded evaluation configuration: {"Rank":190,"Backbone":"VGG16"}. This record does not assert independent reproduction. ### LRAM Accuracy: 41. Result ID: 69991ec55698665ec485a93d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Rank":190,"Backbone":"VGG16"}. This record does not assert independent reproduction. ### Control Model Accuracy: 40.8. Result ID: 69991ec55698665ec485a93a. [Reporting paper]() Recorded evaluation configuration: {"Rank":200,"Backbone":"MobileNetV2"}. This record does not assert independent reproduction. ### Control Model Accuracy: 40.8. Result ID: 69991ec55698665ec485a940. [Reporting paper]() Recorded evaluation configuration: {"Rank":190,"Backbone":"MobileNetV2"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.