# Domain Conversion on ImageNet to ImageNet-R (val) Source: [Domain Conversion on ImageNet to ImageNet-R (val)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:38:57.529Z Evaluation of Domain Conversion performance, assessing similarity or retrieval between the source ImageNet and the target ImageNet-R validation split, measured using domain-specific Recall@K metrics. 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 | Domain Conversion | | Dataset (including any stated split) | ImageNet to ImageNet-R (val) | | Metric | Cartoon Recall@10 | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [Cartoon Recall@10](): Higher is better; unit: PERCENT. - [Cartoon Recall@50](): Higher is better; unit: PERCENT. - [Origami Recall@10](): Higher is better; unit: PERCENT. - [Origami Recall@50](): Higher is better; unit: PERCENT. - [Toy Recall@10](): Higher is better; unit: PERCENT. - [Toy Recall@50](): Higher is better; unit: PERCENT. - [Sculpture Recall@10](): Higher is better; unit: PERCENT. - [Sculpture Recall@50](): Higher is better; unit: PERCENT. - [Average Recall@10](): Higher is better; unit: PERCENT. - [Average Recall@50](): Higher is better; unit: PERCENT. ## Recorded results | Method | Cartoon Recall@10 | Result date | Report paper | | --- | --- | --- | --- | | iSEARLE-XL | 12.84 | Not recorded | 68fa7a3a1e209131cea81f0d | | LinCIR | 11.34 | Not recorded | 68fa7a3a1e209131cea81f0d | | iSEARLE-XL-OTI | 10.48 | Not recorded | 68fa7a3a1e209131cea81f0d | | Context-I2W | 10.2 | Not recorded | 68fa7a3a1e209131cea81f0d | | iSEARLE | 10.02 | Not recorded | 68fa7a3a1e209131cea81f0d | | SEARLE-XL-OTI | 9.85 | Not recorded | 68fa7a3a1e209131cea81f0d | | SEARLE-XL | 9.67 | Not recorded | 68fa7a3a1e209131cea81f0d | | iSEARLE-OTI | 9.49 | Not recorded | 68fa7a3a1e209131cea81f0d | | Pic2Word | 8 | Not recorded | 68fa7a3a1e209131cea81f0d | | SEARLE-OTI | 7.1 | Not recorded | 68fa7a3a1e209131cea81f0d | | Captioning | 6.75 | Not recorded | 68fa7a3a1e209131cea81f0d | | SEARLE | 6.12 | Not recorded | 68fa7a3a1e209131cea81f0d | | PALAVRA | 2.56 | Not recorded | 68fa7a3a1e209131cea81f0d | | Image + Text | 1.5 | Not recorded | 68fa7a3a1e209131cea81f0d | | Image-only | 0.22 | Not recorded | 68fa7a3a1e209131cea81f0d | | Text-only | 0.16 | Not recorded | 68fa7a3a1e209131cea81f0d | ### iSEARLE-XL Cartoon Recall@10: 12.84. Result ID: 698b72bf7a967eddb76eafc4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"L/14"}. This record does not assert independent reproduction. ### LinCIR Cartoon Recall@10: 11.34. Result ID: 698b72bf7a967eddb76eafc0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"L/14"}. This record does not assert independent reproduction. ### iSEARLE-XL-OTI Cartoon Recall@10: 10.48. Result ID: 698b72bf7a967eddb76eafc3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"L/14"}. This record does not assert independent reproduction. ### Context-I2W Cartoon Recall@10: 10.2. Result ID: 698b72bf7a967eddb76eafbf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"L/14"}. This record does not assert independent reproduction. ### iSEARLE Cartoon Recall@10: 10.02. Result ID: 698b72bf7a967eddb76eafbd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"B/32"}. This record does not assert independent reproduction. ### SEARLE-XL-OTI Cartoon Recall@10: 9.85. Result ID: 698b72bf7a967eddb76eafc1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"L/14"}. This record does not assert independent reproduction. ### SEARLE-XL Cartoon Recall@10: 9.67. Result ID: 698b72bf7a967eddb76eafc2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"L/14"}. This record does not assert independent reproduction. ### iSEARLE-OTI Cartoon Recall@10: 9.49. Result ID: 698b72bf7a967eddb76eafbc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"B/32"}. This record does not assert independent reproduction. ### Pic2Word Cartoon Recall@10: 8. Result ID: 698b72bf7a967eddb76eafbe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"L/14"}. This record does not assert independent reproduction. ### SEARLE-OTI Cartoon Recall@10: 7.1. Result ID: 698b72bf7a967eddb76eafba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"B/32"}. This record does not assert independent reproduction. ### Captioning Cartoon Recall@10: 6.75. Result ID: 698b72bf7a967eddb76eafb8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"B/32"}. This record does not assert independent reproduction. ### SEARLE Cartoon Recall@10: 6.12. Result ID: 698b72bf7a967eddb76eafbb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"B/32"}. This record does not assert independent reproduction. ### PALAVRA Cartoon Recall@10: 2.56. Result ID: 698b72bf7a967eddb76eafb9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"B/32"}. This record does not assert independent reproduction. ### Image + Text Cartoon Recall@10: 1.5. Result ID: 698b72bf7a967eddb76eafb7. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"B/32"}. This record does not assert independent reproduction. ### Image-only Cartoon Recall@10: 0.22. Result ID: 698b72bf7a967eddb76eafb5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"B/32"}. This record does not assert independent reproduction. ### Text-only Cartoon Recall@10: 0.16. Result ID: 698b72bf7a967eddb76eafb6. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"B/32"}. 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