# Heterogeneous Face Recognition on Oulu-CASIA NIR-VIS Source: [Heterogeneous Face Recognition on Oulu-CASIA NIR-VIS]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:01:02.062Z Evaluation of Heterogeneous Face Recognition performance on the Oulu-CASIA NIR-VIS dataset, reporting Rank-1 accuracy and False Acceptance Rates at 1% and 0.1% thresholds. 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 | Heterogeneous Face Recognition | | Dataset (including any stated split) | Oulu-CASIA NIR-VIS | | Metric | Rank-1 Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [Rank-1 Acc](): Higher is better; unit: PERCENT. - [FAR @ 1% Threshold](): Lower is better; unit: PERCENT. - [FAR @ 0.1% Threshold](): Lower is better; unit: PERCENT. - [VR @ FAR=1%](): Higher is better; unit: PERCENT. - [VR @ FAR=0.1%](): Higher is better; unit: PERCENT. ## Recorded results | Method | Rank-1 Acc | Result date | Report paper | | --- | --- | --- | --- | | DVR | 100 | Not recorded | 68fa654a1e209131cea09468 | | DVR | 100 | Not recorded | 68fa66b21e209131cea11e87 | | DVG | 100 | Not recorded | 68fa66b21e209131cea11e87 | | DVG | 100 | Not recorded | 68fa66b21e209131cea11e87 | | DVR | 99.3 | Not recorded | 68fa654a1e209131cea09468 | | LightCNN-29 | 99 | Not recorded | 68fa66b21e209131cea11e87 | | W-CNN | 98 | Not recorded | 68fa654a1e209131cea09468 | | W-CNN | 98 | Not recorded | 68fa66b21e209131cea11e87 | | ADFL | 95.5 | Not recorded | 68fa654a1e209131cea09468 | | IDR | 94.3 | Not recorded | 68fa654a1e209131cea09468 | | CDL | 94.3 | Not recorded | 68fa654a1e209131cea09468 | | IDR | 94.3 | Not recorded | 68fa66b21e209131cea11e87 | | LightCNN-9 | 93.8 | Not recorded | 68fa66b21e209131cea11e87 | | TRIVET | 92.2 | Not recorded | 68fa654a1e209131cea09468 | | TRIVET | 92.2 | Not recorded | 68fa66b21e209131cea11e87 | | H2(LBP3) | 70.8 | Not recorded | 68fa654a1e209131cea09468 | | KDSR | 66.9 | Not recorded | 68fa654a1e209131cea09468 | ### DVR Rank-1 Acc: 100. Result ID: 698ca4300b614d12cff2280f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LightCNN-29"}. This record does not assert independent reproduction. ### DVR Rank-1 Acc: 100. Result ID: 698d03928b517eb4331e5a15. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DVG Rank-1 Acc: 100. Result ID: 698d03928b517eb4331e5a17. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"LightCNN-9"}. This record does not assert independent reproduction. ### DVG Rank-1 Acc: 100. Result ID: 698d03928b517eb4331e5a19. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"backbone":"LightCNN-29"}. This record does not assert independent reproduction. ### DVR Rank-1 Acc: 99.3. Result ID: 698ca4300b614d12cff2280e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LightCNN-9"}. This record does not assert independent reproduction. ### LightCNN-29 Rank-1 Acc: 99. Result ID: 698d03928b517eb4331e5a18. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### W-CNN Rank-1 Acc: 98. Result ID: 698ca4300b614d12cff2280d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### W-CNN Rank-1 Acc: 98. Result ID: 698d03928b517eb4331e5a14. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ADFL Rank-1 Acc: 95.5. Result ID: 698ca4300b614d12cff2280b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IDR Rank-1 Acc: 94.3. Result ID: 698ca4300b614d12cff2280a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CDL Rank-1 Acc: 94.3. Result ID: 698ca4300b614d12cff2280c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IDR Rank-1 Acc: 94.3. Result ID: 698d03928b517eb4331e5a13. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LightCNN-9 Rank-1 Acc: 93.8. Result ID: 698d03928b517eb4331e5a16. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TRIVET Rank-1 Acc: 92.2. Result ID: 698ca4300b614d12cff22809. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TRIVET Rank-1 Acc: 92.2. Result ID: 698d03928b517eb4331e5a12. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### H2(LBP3) Rank-1 Acc: 70.8. Result ID: 698ca4300b614d12cff22808. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KDSR Rank-1 Acc: 66.9. Result ID: 698ca4300b614d12cff22807. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.