# Image Copy Detection on New Bing (test) Source: [Image Copy Detection on New Bing (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:35:55.378Z Evaluation of Image Copy Detection performance on the test split of the New Bing dataset, reporting Average Similarity. 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 Copy Detection | | Dataset (including any stated split) | New Bing (test) | | Metric | Average Similarity | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 28 of 28 | | 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 - [Average Similarity](): Higher is better; unit: SCALAR. ## Recorded results | Method | Average Similarity | Result date | Report paper | | --- | --- | --- | --- | | Exponential PDF | 0.802 | Not recorded | 68fa75001e209131cea652b1 | | Linear PDF | 0.782 | Not recorded | 68fa75001e209131cea652b1 | | Gaussian PDF | 0.774 | Not recorded | 68fa75001e209131cea652b1 | | GPT-4V | 0.732 | Not recorded | 68fa75001e209131cea652b1 | | Reducing RD | 0.729 | Not recorded | 68fa75001e209131cea652b1 | | Regression | 0.704 | Not recorded | 68fa75001e209131cea652b1 | | BLIP | 0.696 | Not recorded | 68fa75001e209131cea652b1 | | CLIP | 0.695 | Not recorded | 68fa75001e209131cea652b1 | | SLIP | 0.688 | Not recorded | 68fa75001e209131cea652b1 | | Label Smoothing | 0.68 | Not recorded | 68fa75001e209131cea652b1 | | DINOv2 | 0.652 | Not recorded | 68fa75001e209131cea652b1 | | SimCLR | 0.649 | Not recorded | 68fa75001e209131cea652b1 | | SimSiam | 0.62 | Not recorded | 68fa75001e209131cea652b1 | | ZeroVL | 0.589 | Not recorded | 68fa75001e209131cea652b1 | | MoCov3 | 0.541 | Not recorded | 68fa75001e209131cea652b1 | | DeiT-B | 0.528 | Not recorded | 68fa75001e209131cea652b1 | | Enlarging PCC | 0.506 | Not recorded | 68fa75001e209131cea652b1 | | One-hot Label | 0.5 | Not recorded | 68fa75001e209131cea652b1 | | MAE | 0.487 | Not recorded | 68fa75001e209131cea652b1 | | ResNet-50 | 0.45 | Not recorded | 68fa75001e209131cea652b1 | | ConvNeXt | 0.433 | Not recorded | 68fa75001e209131cea652b1 | | Swin-B | 0.409 | Not recorded | 68fa75001e209131cea652b1 | | BoT | 0.338 | Not recorded | 68fa75001e209131cea652b1 | | CNNCL | 0.279 | Not recorded | 68fa75001e209131cea652b1 | | EfNet | 0.249 | Not recorded | 68fa75001e209131cea652b1 | | EfficientNet | 0.171 | Not recorded | 68fa75001e209131cea652b1 | | SSCD | 0.166 | Not recorded | 68fa75001e209131cea652b1 | | ASL | 0.048 | Not recorded | 68fa75001e209131cea652b1 | ### Exponential PDF Average Similarity: 0.802. Result ID: 699389833a6c31484916ad10. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Ours"}. This record does not assert independent reproduction. ### Linear PDF Average Similarity: 0.782. Result ID: 699389833a6c31484916ad0f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Ours"}. This record does not assert independent reproduction. ### Gaussian PDF Average Similarity: 0.774. Result ID: 699389833a6c31484916ad0e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Ours"}. This record does not assert independent reproduction. ### GPT-4V Average Similarity: 0.732. Result ID: 699389833a6c31484916acf9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Vision-language Models"}. This record does not assert independent reproduction. ### Reducing RD Average Similarity: 0.729. Result ID: 699389833a6c31484916ad0a. [Reporting paper]() Recorded evaluation configuration: {"Class":"Models Trained on D-Rep"}. This record does not assert independent reproduction. ### Regression Average Similarity: 0.704. Result ID: 699389833a6c31484916ad0b. [Reporting paper]() Recorded evaluation configuration: {"Class":"Models Trained on D-Rep"}. This record does not assert independent reproduction. ### BLIP Average Similarity: 0.696. Result ID: 699389833a6c31484916acf6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Vision-language Models"}. This record does not assert independent reproduction. ### CLIP Average Similarity: 0.695. Result ID: 699389833a6c31484916acf8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Vision-language Models"}. This record does not assert independent reproduction. ### SLIP Average Similarity: 0.688. Result ID: 699389833a6c31484916acf5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"Vision-language Models"}. This record does not assert independent reproduction. ### Label Smoothing Average Similarity: 0.68. Result ID: 699389833a6c31484916ad0d. [Reporting paper]() Recorded evaluation configuration: {"Class":"Models Trained on D-Rep"}. This record does not assert independent reproduction. ### DINOv2 Average Similarity: 0.652. Result ID: 699389833a6c31484916acfe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Self-supervised Learning Models"}. This record does not assert independent reproduction. ### SimCLR Average Similarity: 0.649. Result ID: 699389833a6c31484916acfa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Self-supervised Learning Models"}. This record does not assert independent reproduction. ### SimSiam Average Similarity: 0.62. Result ID: 699389833a6c31484916acfc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"Self-supervised Learning Models"}. This record does not assert independent reproduction. ### ZeroVL Average Similarity: 0.589. Result ID: 699389833a6c31484916acf7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"Vision-language Models"}. This record does not assert independent reproduction. ### MoCov3 Average Similarity: 0.541. Result ID: 699389833a6c31484916acfd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Self-supervised Learning Models"}. This record does not assert independent reproduction. ### DeiT-B Average Similarity: 0.528. Result ID: 699389833a6c31484916ad02. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Supervised Pre-trained Models"}. This record does not assert independent reproduction. ### Enlarging PCC Average Similarity: 0.506. Result ID: 699389833a6c31484916ad09. [Reporting paper]() Recorded evaluation configuration: {"Class":"Models Trained on D-Rep"}. This record does not assert independent reproduction. ### One-hot Label Average Similarity: 0.5. Result ID: 699389833a6c31484916ad0c. [Reporting paper]() Recorded evaluation configuration: {"Class":"Models Trained on D-Rep"}. This record does not assert independent reproduction. ### MAE Average Similarity: 0.487. Result ID: 699389833a6c31484916acfb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"Self-supervised Learning Models"}. This record does not assert independent reproduction. ### ResNet-50 Average Similarity: 0.45. Result ID: 699389833a6c31484916ad03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"Supervised Pre-trained Models"}. This record does not assert independent reproduction. ### ConvNeXt Average Similarity: 0.433. Result ID: 699389833a6c31484916ad01. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Supervised Pre-trained Models"}. This record does not assert independent reproduction. ### Swin-B Average Similarity: 0.409. Result ID: 699389833a6c31484916ad00. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Supervised Pre-trained Models"}. This record does not assert independent reproduction. ### BoT Average Similarity: 0.338. Result ID: 699389833a6c31484916ad08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"Current ICD Models"}. This record does not assert independent reproduction. ### CNNCL Average Similarity: 0.279. Result ID: 699389833a6c31484916ad05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"Current ICD Models"}. This record does not assert independent reproduction. ### EfNet Average Similarity: 0.249. Result ID: 699389833a6c31484916ad07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"Current ICD Models"}. This record does not assert independent reproduction. ### EfficientNet Average Similarity: 0.171. Result ID: 699389833a6c31484916acff. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Supervised Pre-trained Models"}. This record does not assert independent reproduction. ### SSCD Average Similarity: 0.166. Result ID: 699389833a6c31484916ad06. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Class":"Current ICD Models"}. This record does not assert independent reproduction. ### ASL Average Similarity: 0.048. Result ID: 699389833a6c31484916ad04. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Class":"Current ICD Models"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.