# Transferability Prediction on PACS (MCI (%pt.)) Source: [Transferability Prediction on PACS (MCI (%pt.))]() Collection index: [llms.txt]() Data updated: 2026-05-25T07:37:14.918Z Evaluation of Transferability Prediction performance on the PACS dataset, reporting the MCI (%pt.) 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 | Transferability Prediction | | Dataset (including any stated split) | PACS | | Metric | MCI (%pt.) | | Unit | PERCENT | | Direction | Lower 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 (%pt.)](): Lower is better; unit: PERCENT. ## Recorded results | Method | MCI (%pt.) | Result date | Report paper | | --- | --- | --- | --- | | LogME | -72.08 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | H-Score | -50.29 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | Reg. H-Score | -48.89 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | S-OTDD | -37.5 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | NCE | -33.89 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LEEP | -33.67 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | RADAR | -30.23 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | TransRate | -27.38 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | TransRate | -25.45 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | S-OTDD | -23.92 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LEEP | -14.64 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | NCE | -13.61 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | Reg. H-Score | -12.11 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | H-Score | -10.28 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | LogME | -9.96 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | | RADAR | -0.27 | Not recorded | 6a13d7896f71c5ae7dc9e8a4 | ### LogME MCI (%pt.): -72.08. Result ID: 6a13fbf1fbc373592c0ad321. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### H-Score MCI (%pt.): -50.29. Result ID: 6a13fbf1fbc373592c0ad31d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### Reg. H-Score MCI (%pt.): -48.89. Result ID: 6a13fbf1fbc373592c0ad31f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### S-OTDD MCI (%pt.): -37.5. Result ID: 6a13fbf1fbc373592c0ad327. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### NCE MCI (%pt.): -33.89. Result ID: 6a13fbf1fbc373592c0ad323. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### LEEP MCI (%pt.): -33.67. Result ID: 6a13fbf1fbc373592c0ad31b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### RADAR MCI (%pt.): -30.23. Result ID: 6a13fbf1fbc373592c0ad329. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### TransRate MCI (%pt.): -27.38. Result ID: 6a13fbf1fbc373592c0ad325. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DINOv3"}. This record does not assert independent reproduction. ### TransRate MCI (%pt.): -25.45. Result ID: 6a13fbf1fbc373592c0ad324. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### S-OTDD MCI (%pt.): -23.92. Result ID: 6a13fbf1fbc373592c0ad326. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### LEEP MCI (%pt.): -14.64. Result ID: 6a13fbf1fbc373592c0ad31a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### NCE MCI (%pt.): -13.61. Result ID: 6a13fbf1fbc373592c0ad322. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### Reg. H-Score MCI (%pt.): -12.11. Result ID: 6a13fbf1fbc373592c0ad31e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### H-Score MCI (%pt.): -10.28. Result ID: 6a13fbf1fbc373592c0ad31c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### LogME MCI (%pt.): -9.96. Result ID: 6a13fbf1fbc373592c0ad320. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. ### RADAR MCI (%pt.): -0.27. Result ID: 6a13fbf1fbc373592c0ad328. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CLIP"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.