# Image Harmonization on (test) Source: [Image Harmonization on (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:48:28.217Z Evaluation of Image Harmonization performance on an unspecified test split, focusing on computational efficiency metrics including processing time, memory usage, and FLOPs. 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 Harmonization | | Dataset (including any stated split) | (test) | | Metric | Latency (ms) | | Unit | TIME | | Direction | Lower is better | | Results loaded | 8 of 8 | | 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 - [Latency (ms)](): Lower is better; unit: TIME. - [Memory (MB)](): Lower is better; unit: SIZE. - [FLOPs (G)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Latency (ms) | Result date | Report paper | | --- | --- | --- | --- | | CDTNet-256 (sim) | 3.5 | Not recorded | 68fa6c0f1e209131cea31cde | | CDTNet-256 (sim) | 3.5 | Not recorded | 68fa6c0f1e209131cea31cde | | CDTNet-512 (sim) | 3.7 | Not recorded | 68fa6c0f1e209131cea31cde | | CDTNet-256 | 10.8 | Not recorded | 68fa6c0f1e209131cea31cde | | CDTNet-256 | 10.9 | Not recorded | 68fa6c0f1e209131cea31cde | | CDTNet-512 | 11.5 | Not recorded | 68fa6c0f1e209131cea31cde | | iS2AM | 14.7 | Not recorded | 68fa6c0f1e209131cea31cde | | iS2AM | 31.1 | Not recorded | 68fa6c0f1e209131cea31cde | ### CDTNet-256 (sim) Latency (ms): 3.5. Result ID: 698ec1ceffc3901de0a0d15d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Image Size":"1024 x 1024"}. This record does not assert independent reproduction. ### CDTNet-256 (sim) Latency (ms): 3.5. Result ID: 698ec1ceffc3901de0a0d160. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Image Size":"2048 x 2048"}. This record does not assert independent reproduction. ### CDTNet-512 (sim) Latency (ms): 3.7. Result ID: 698ec1ceffc3901de0a0d162. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Image Size":"2048 x 2048"}. This record does not assert independent reproduction. ### CDTNet-256 Latency (ms): 10.8. Result ID: 698ec1ceffc3901de0a0d15e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Image Size":"1024 x 1024"}. This record does not assert independent reproduction. ### CDTNet-256 Latency (ms): 10.9. Result ID: 698ec1ceffc3901de0a0d161. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Image Size":"2048 x 2048"}. This record does not assert independent reproduction. ### CDTNet-512 Latency (ms): 11.5. Result ID: 698ec1ceffc3901de0a0d163. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Image Size":"2048 x 2048"}. This record does not assert independent reproduction. ### iS2AM Latency (ms): 14.7. Result ID: 698ec1ceffc3901de0a0d15c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Image Size":"1024 x 1024"}. This record does not assert independent reproduction. ### iS2AM Latency (ms): 31.1. Result ID: 698ec1ceffc3901de0a0d15f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Image Size":"2048 x 2048"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.