# Classification on ImageNet-Sketch Batch Size 1 1.0 (test) Source: [Classification on ImageNet-Sketch Batch Size 1 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-06-29T07:33:26.264Z Evaluation of Classification performance on the test split of the ImageNet-Sketch dataset under a Batch Size 1 configuration, measured using 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 | Classification | | Dataset (including any stated split) | ImageNet-Sketch Batch Size 1 1.0 (test) | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 | | --- | --- | --- | --- | | ReCAP + MixTTA | 45.9 | Not recorded | 6a41fc32206542251d7ccc6f | | DeYO + MixTTA | 44 | Not recorded | 6a41fc32206542251d7ccc6f | | LinearTCA+ | 43.8 | Not recorded | 6a41fc32206542251d7ccc6f | | DeYO | 43.4 | Not recorded | 6a41fc32206542251d7ccc6f | | ReCAP | 42.9 | Not recorded | 6a41fc32206542251d7ccc6f | | EATA + MixTTA | 36.2 | Not recorded | 6a41fc32206542251d7ccc6f | | SAR + MixTTA | 35.5 | Not recorded | 6a41fc32206542251d7ccc6f | | Tent + MixTTA | 34.1 | Not recorded | 6a41fc32206542251d7ccc6f | | EATA | 21.5 | Not recorded | 6a41fc32206542251d7ccc6f | | LinearTCA | 19.3 | Not recorded | 6a41fc32206542251d7ccc6f | | SAR | 18.3 | Not recorded | 6a41fc32206542251d7ccc6f | | No Adapt. | 18.2 | Not recorded | 6a41fc32206542251d7ccc6f | | Tent | 6.1 | Not recorded | 6a41fc32206542251d7ccc6f | ### ReCAP + MixTTA Accuracy: 45.9. Result ID: 6a421fbffbc373592c876981. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### DeYO + MixTTA Accuracy: 44. Result ID: 6a421fbffbc373592c87697f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### LinearTCA+ Accuracy: 43.8. Result ID: 6a421fbffbc373592c876977. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### DeYO Accuracy: 43.4. Result ID: 6a421fbffbc373592c87697e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### ReCAP Accuracy: 42.9. Result ID: 6a421fbffbc373592c876980. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### EATA + MixTTA Accuracy: 36.2. Result ID: 6a421fbffbc373592c87697b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### SAR + MixTTA Accuracy: 35.5. Result ID: 6a421fbffbc373592c87697d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### Tent + MixTTA Accuracy: 34.1. Result ID: 6a421fbffbc373592c876979. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### EATA Accuracy: 21.5. Result ID: 6a421fbffbc373592c87697a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### LinearTCA Accuracy: 19.3. Result ID: 6a421fbffbc373592c876976. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### SAR Accuracy: 18.3. Result ID: 6a421fbffbc373592c87697c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### No Adapt. Accuracy: 18.2. Result ID: 6a421fbffbc373592c876975. [Reporting paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. ### Tent Accuracy: 6.1. Result ID: 6a421fbffbc373592c876978. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Batch Size":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.