# Transferability Prediction on OfficeHome Source: [Transferability Prediction on OfficeHome]() Collection index: [llms.txt]() Data updated: 2026-05-25T07:37:14.878Z Evaluation of model transferability prediction performance on the OfficeHome dataset, measured using Mean Correlation Improvement (MCI). 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 | Transferability Prediction | | Dataset (including any stated split) | OfficeHome | | Metric | MCI | | Unit | SCALAR | | 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 - [MCI](): Higher is better; unit: SCALAR. ## Recorded results | Method | MCI | Result date | Report paper | | --- | --- | --- | --- | | Reg. H-Score | 26.95 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | H-Score | 21.98 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LogME | 18.67 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | S-OTDD | 10.88 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | H-Score | 8.77 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | Reg. H-Score | 8.13 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | NCE | 3.93 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LEEP | 3.92 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | RADAR | 3.55 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | TransRate | -3.12 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LogME | -4.41 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LEEP | -4.52 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | NCE | -7.2 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | TransRate | -11.78 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | RADAR | -16.62 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | S-OTDD | -24.69 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | ### Reg. H-Score MCI: 26.95. Result ID: 6a13fbf1fbc373592c0ad30f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### H-Score MCI: 21.98. Result ID: 6a13fbf1fbc373592c0ad30d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### LogME MCI: 18.67. Result ID: 6a13fbf1fbc373592c0ad311. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### S-OTDD MCI: 10.88. Result ID: 6a13fbf1fbc373592c0ad316. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### H-Score MCI: 8.77. Result ID: 6a13fbf1fbc373592c0ad30c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### Reg. H-Score MCI: 8.13. Result ID: 6a13fbf1fbc373592c0ad30e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### NCE MCI: 3.93. Result ID: 6a13fbf1fbc373592c0ad313. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### LEEP MCI: 3.92. Result ID: 6a13fbf1fbc373592c0ad30b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### RADAR MCI: 3.55. Result ID: 6a13fbf1fbc373592c0ad319. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### TransRate MCI: -3.12. Result ID: 6a13fbf1fbc373592c0ad315. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### LogME MCI: -4.41. Result ID: 6a13fbf1fbc373592c0ad310. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### LEEP MCI: -4.52. Result ID: 6a13fbf1fbc373592c0ad30a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### NCE MCI: -7.2. Result ID: 6a13fbf1fbc373592c0ad312. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### TransRate MCI: -11.78. Result ID: 6a13fbf1fbc373592c0ad314. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### RADAR MCI: -16.62. Result ID: 6a13fbf1fbc373592c0ad318. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### S-OTDD MCI: -24.69. Result ID: 6a13fbf1fbc373592c0ad317. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.