# Attribution Faithfulness on CUB-200 Source: [Attribution Faithfulness on CUB-200]() Collection index: [llms.txt]() Data updated: 2026-03-18T08:03:04.823Z Evaluation of model attribution faithfulness on the CUB-200 dataset, measured using the Infidelity metric. 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 | Attribution Faithfulness | | Dataset (including any stated split) | CUB-200 | | Metric | Infidelity | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 15 of 15 | | 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 - [Infidelity](): Lower is better; unit: SCALAR. ## Recorded results | Method | Infidelity | Result date | Report paper | | --- | --- | --- | --- | | USU-IWMR | 1.41 | Not recorded | 69ba31a90636e5bf4afc0983 | | USU | 1.52 | Not recorded | 69ba31a90636e5bf4afc0983 | | USU-IWMR | 1.7 | Not recorded | 69ba31a90636e5bf4afc0983 | | USU | 1.82 | Not recorded | 69ba31a90636e5bf4afc0983 | | Bilinear | 1.83 | Not recorded | 69ba31a90636e5bf4afc0983 | | Bicubic | 2.05 | Not recorded | 69ba31a90636e5bf4afc0983 | | Lanczos | 2.14 | Not recorded | 69ba31a90636e5bf4afc0983 | | USU | 5.08 | Not recorded | 69ba31a90636e5bf4afc0983 | | Bilinear | 5.44 | Not recorded | 69ba31a90636e5bf4afc0983 | | USU-IWMR | 5.61 | Not recorded | 69ba31a90636e5bf4afc0983 | | Bicubic | 6.12 | Not recorded | 69ba31a90636e5bf4afc0983 | | Lanczos | 6.38 | Not recorded | 69ba31a90636e5bf4afc0983 | | Bilinear | 8.46 | Not recorded | 69ba31a90636e5bf4afc0983 | | Bicubic | 9.32 | Not recorded | 69ba31a90636e5bf4afc0983 | | Lanczos | 9.68 | Not recorded | 69ba31a90636e5bf4afc0983 | ### USU-IWMR Infidelity: 1.41. Result ID: 69ba5c1c47f34ce924a40f2c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ResNet50"}. This record does not assert independent reproduction. ### USU Infidelity: 1.52. Result ID: 69ba5c1c47f34ce924a40f2b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ResNet50"}. This record does not assert independent reproduction. ### USU-IWMR Infidelity: 1.7. Result ID: 69ba5c1c47f34ce924a40f27. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"VGG16"}. This record does not assert independent reproduction. ### USU Infidelity: 1.82. Result ID: 69ba5c1c47f34ce924a40f26. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"VGG16"}. This record does not assert independent reproduction. ### Bilinear Infidelity: 1.83. Result ID: 69ba5c1c47f34ce924a40f2d. [Reporting paper]() Recorded evaluation configuration: {"Model":"ViT-B-16"}. This record does not assert independent reproduction. ### Bicubic Infidelity: 2.05. Result ID: 69ba5c1c47f34ce924a40f2e. [Reporting paper]() Recorded evaluation configuration: {"Model":"ViT-B-16"}. This record does not assert independent reproduction. ### Lanczos Infidelity: 2.14. Result ID: 69ba5c1c47f34ce924a40f2f. [Reporting paper]() Recorded evaluation configuration: {"Model":"ViT-B-16"}. This record does not assert independent reproduction. ### USU Infidelity: 5.08. Result ID: 69ba5c1c47f34ce924a40f30. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-B-16"}. This record does not assert independent reproduction. ### Bilinear Infidelity: 5.44. Result ID: 69ba5c1c47f34ce924a40f23. [Reporting paper]() Recorded evaluation configuration: {"Model":"VGG16"}. This record does not assert independent reproduction. ### USU-IWMR Infidelity: 5.61. Result ID: 69ba5c1c47f34ce924a40f31. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"ViT-B-16"}. This record does not assert independent reproduction. ### Bicubic Infidelity: 6.12. Result ID: 69ba5c1c47f34ce924a40f24. [Reporting paper]() Recorded evaluation configuration: {"Model":"VGG16"}. This record does not assert independent reproduction. ### Lanczos Infidelity: 6.38. Result ID: 69ba5c1c47f34ce924a40f25. [Reporting paper]() Recorded evaluation configuration: {"Model":"VGG16"}. This record does not assert independent reproduction. ### Bilinear Infidelity: 8.46. Result ID: 69ba5c1c47f34ce924a40f28. [Reporting paper]() Recorded evaluation configuration: {"Model":"ResNet50"}. This record does not assert independent reproduction. ### Bicubic Infidelity: 9.32. Result ID: 69ba5c1c47f34ce924a40f29. [Reporting paper]() Recorded evaluation configuration: {"Model":"ResNet50"}. This record does not assert independent reproduction. ### Lanczos Infidelity: 9.68. Result ID: 69ba5c1c47f34ce924a40f2a. [Reporting paper]() Recorded evaluation configuration: {"Model":"ResNet50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.