# Open-set Palmprint Recognition on PalmVein open-set Source: [Open-set Palmprint Recognition on PalmVein open-set]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:31:30.564Z Evaluation of Open-set Palmprint Recognition performance using the PalmVein open-set dataset, reporting metrics like Accuracy (ACC) and Equal Error Rate (EER). 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 | Open-set Palmprint Recognition | | Dataset (including any stated split) | PalmVein open-set | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [EER](): Lower is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PalmBridge | 100 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 100 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 99.93 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 99.87 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 99.87 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 99.87 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 99.87 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 99.87 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 99.8 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 99.8 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 99.73 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 85.67 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 83.47 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 80.87 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 78.8 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 74.87 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 74.8 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 71.8 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 71.47 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 70.6 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 70.13 | Not recorded | 697ae988a2b28e761d87d05e | ### PalmBridge Accuracy: 100. Result ID: 699782435698665ec4d707f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 100. Result ID: 699782435698665ec4d707f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### Naive Accuracy: 99.93. Result ID: 699782435698665ec4d707dc. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### Naive Accuracy: 99.93. Result ID: 699782435698665ec4d707dd. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 99.93. Result ID: 699782435698665ec4d707e3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 99.93. Result ID: 699782435698665ec4d707e4. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 99.93. Result ID: 699782435698665ec4d707e9. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 99.93. Result ID: 699782435698665ec4d707ea. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### UAA Accuracy: 99.93. Result ID: 699782435698665ec4d707ee. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### UAA Accuracy: 99.93. Result ID: 699782435698665ec4d707ef. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### UAA Accuracy: 99.93. Result ID: 699782435698665ec4d707f0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 99.93. Result ID: 699782435698665ec4d707f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### Naive Accuracy: 99.87. Result ID: 699782435698665ec4d707db. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### Naive Accuracy: 99.87. Result ID: 699782435698665ec4d707de. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 99.87. Result ID: 699782435698665ec4d707e1. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 99.87. Result ID: 699782435698665ec4d707e2. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 99.87. Result ID: 699782435698665ec4d707f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 99.8. Result ID: 699782435698665ec4d707e7. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 99.8. Result ID: 699782435698665ec4d707e8. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### UAA Accuracy: 99.73. Result ID: 699782435698665ec4d707ed. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 85.67. Result ID: 699782435698665ec4d707e5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 83.47. Result ID: 699782435698665ec4d707f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 80.87. Result ID: 699782435698665ec4d707e6. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"DHN"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 78.8. Result ID: 699782435698665ec4d707f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DHN"}. This record does not assert independent reproduction. ### Naive Accuracy: 74.87. Result ID: 699782435698665ec4d707d9. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 74.8. Result ID: 699782435698665ec4d707df. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### UAA Accuracy: 71.8. Result ID: 699782435698665ec4d707ec. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"DHN"}. This record does not assert independent reproduction. ### Naive Accuracy: 71.47. Result ID: 699782435698665ec4d707da. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"DHN"}. This record does not assert independent reproduction. ### UAA Accuracy: 70.6. Result ID: 699782435698665ec4d707eb. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 70.13. Result ID: 699782435698665ec4d707e0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"DHN"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.