# Palmprint Recognition on IITD intra-dataset (open-set) Source: [Palmprint Recognition on IITD intra-dataset (open-set)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:31:30.731Z Evaluation of open-set Palmprint Recognition performance using only the IITD dataset for both training and testing. 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 | Palmprint Recognition | | Dataset (including any stated split) | IITD intra-dataset (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 | | --- | --- | --- | --- | | PalmRSS | 99.13 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 99.13 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 98.7 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 98.7 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 98.48 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 98.48 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 98.26 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 98.26 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 98.26 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 98.26 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 98.26 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 98.04 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 98.04 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 98.04 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 98.04 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 97.82 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 97.61 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 97.61 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 97.39 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 96.74 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 92.83 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 91.96 | Not recorded | 697ae988a2b28e761d87d05e | | C-LMCL | 90.44 | Not recorded | 697ae988a2b28e761d87d05e | | PalmBridge | 90.44 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 86.96 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 86.74 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 86.52 | Not recorded | 697ae988a2b28e761d87d05e | | Naive | 84.78 | Not recorded | 697ae988a2b28e761d87d05e | | PalmRSS | 80.87 | Not recorded | 697ae988a2b28e761d87d05e | | UAA | 57.39 | Not recorded | 697ae988a2b28e761d87d05e | ### PalmRSS Accuracy: 99.13. Result ID: 699782435698665ec4d707ff. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 99.13. Result ID: 699782435698665ec4d70811. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### UAA Accuracy: 98.7. Result ID: 699782435698665ec4d7080e. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 98.7. Result ID: 699782435698665ec4d70814. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 98.48. Result ID: 699782435698665ec4d70805. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 98.48. Result ID: 699782435698665ec4d70806. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### Naive Accuracy: 98.26. Result ID: 699782435698665ec4d707f9. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### Naive Accuracy: 98.26. Result ID: 699782435698665ec4d707fc. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 98.26. Result ID: 699782435698665ec4d70801. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### UAA Accuracy: 98.26. Result ID: 699782435698665ec4d7080c. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 98.26. Result ID: 699782435698665ec4d70813. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 98.04. Result ID: 699782435698665ec4d70802. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 98.04. Result ID: 699782435698665ec4d70807. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 98.04. Result ID: 699782435698665ec4d70808. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SF2Net"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 98.04. Result ID: 699782435698665ec4d70812. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### Naive Accuracy: 97.82. Result ID: 699782435698665ec4d707fb. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 97.61. Result ID: 699782435698665ec4d70800. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### UAA Accuracy: 97.61. Result ID: 699782435698665ec4d7080b. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CompNet"}. This record does not assert independent reproduction. ### Naive Accuracy: 97.39. Result ID: 699782435698665ec4d707fa. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CCNet"}. This record does not assert independent reproduction. ### UAA Accuracy: 96.74. Result ID: 699782435698665ec4d7080d. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"CO3Net"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 92.83. Result ID: 699782435698665ec4d7080f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 91.96. Result ID: 699782435698665ec4d70803. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### C-LMCL Accuracy: 90.44. Result ID: 699782435698665ec4d70804. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"DHN"}. This record does not assert independent reproduction. ### PalmBridge Accuracy: 90.44. Result ID: 699782435698665ec4d70810. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"DHN"}. This record does not assert independent reproduction. ### Naive Accuracy: 86.96. Result ID: 699782435698665ec4d707f8. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"DHN"}. This record does not assert independent reproduction. ### UAA Accuracy: 86.74. Result ID: 699782435698665ec4d70809. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 86.52. Result ID: 699782435698665ec4d707fd. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### Naive Accuracy: 84.78. Result ID: 699782435698665ec4d707f7. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"ResNet18"}. This record does not assert independent reproduction. ### PalmRSS Accuracy: 80.87. Result ID: 699782435698665ec4d707fe. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"DHN"}. This record does not assert independent reproduction. ### UAA Accuracy: 57.39. Result ID: 699782435698665ec4d7080a. [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.