# Iris Verification on ImmerIris Right 1.0 Source: [Iris Verification on ImmerIris Right 1.0]() Collection index: [llms.txt]() Data updated: 2026-04-28T06:50:04.771Z Evaluation of Iris Verification performance on the ImmerIris Right 1.0 dataset, reporting False Rejection Rate (FRR) at specified False Acceptance Rate (FAR) 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 | Iris Verification | | Dataset (including any stated split) | ImmerIris Right 1.0 | | Metric | FRR @ FAR=1e-1 | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 36 of 36 | | 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 - [FRR @ FAR=1e-1](): Lower is better; unit: PERCENT. - [FRR @ FAR=1e-3](): Lower is better; unit: PERCENT. - [FRR @ FAR=1e-5](): Lower is better; unit: PERCENT. ## Recorded results | Method | FRR @ FAR=1e-1 | Result date | Report paper | | --- | --- | --- | --- | | ComplexIrisNet | 0.1 | Not recorded | 68fa7c131e209131cea8c4cb | | NormFree | 0.11 | Not recorded | 68fa7c131e209131cea8c4cb | | CM | 0.12 | Not recorded | 68fa7c131e209131cea8c4cb | | UE-UGCL | 0.15 | Not recorded | 68fa7c131e209131cea8c4cb | | NormKeep | 0.42 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout-BA | 0.65 | Not recorded | 68fa7c131e209131cea8c4cb | | NormFree | 0.74 | Not recorded | 68fa7c131e209131cea8c4cb | | ComplexIrisNet | 1.01 | Not recorded | 68fa7c131e209131cea8c4cb | | CM | 1.14 | Not recorded | 68fa7c131e209131cea8c4cb | | UE-UGCL | 1.17 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout | 1.25 | Not recorded | 68fa7c131e209131cea8c4cb | | NormFree | 1.75 | Not recorded | 68fa7c131e209131cea8c4cb | | ComplexIrisNet | 1.93 | Not recorded | 68fa7c131e209131cea8c4cb | | CM | 2.06 | Not recorded | 68fa7c131e209131cea8c4cb | | NormFree | 2.28 | Not recorded | 68fa7c131e209131cea8c4cb | | NormKeep | 2.34 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout-BA | 2.54 | Not recorded | 68fa7c131e209131cea8c4cb | | UE-UGCL | 2.75 | Not recorded | 68fa7c131e209131cea8c4cb | | CM | 3.6 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout | 3.65 | Not recorded | 68fa7c131e209131cea8c4cb | | Gabor | 3.75 | Not recorded | 68fa7c131e209131cea8c4cb | | ComplexIrisNet | 3.97 | Not recorded | 68fa7c131e209131cea8c4cb | | UE-UGCL | 4.38 | Not recorded | 68fa7c131e209131cea8c4cb | | NormKeep | 4.72 | Not recorded | 68fa7c131e209131cea8c4cb | | OM | 4.74 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout-BA | 6.14 | Not recorded | 68fa7c131e209131cea8c4cb | | NormKeep | 6.2 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout | 8.3 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout-BA | 9.53 | Not recorded | 68fa7c131e209131cea8c4cb | | Gabor | 9.62 | Not recorded | 68fa7c131e209131cea8c4cb | | OM | 10.21 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout | 12.49 | Not recorded | 68fa7c131e209131cea8c4cb | | OM | 22.38 | Not recorded | 68fa7c131e209131cea8c4cb | | Gabor | 24.09 | Not recorded | 68fa7c131e209131cea8c4cb | | OM | 32.19 | Not recorded | 68fa7c131e209131cea8c4cb | | Gabor | 33.49 | Not recorded | 68fa7c131e209131cea8c4cb | ### ComplexIrisNet FRR @ FAR=1e-1: 0.1. Result ID: 69f0586f47f34ce924d59725. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### NormFree FRR @ FAR=1e-1: 0.11. Result ID: 69f0586f47f34ce924d5972d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### CM FRR @ FAR=1e-1: 0.12. Result ID: 69f0586f47f34ce924d59721. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### UE-UGCL FRR @ FAR=1e-1: 0.15. Result ID: 69f0586f47f34ce924d5971d. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### NormKeep FRR @ FAR=1e-1: 0.42. Result ID: 69f0586f47f34ce924d59729. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### Maxout-BA FRR @ FAR=1e-1: 0.65. Result ID: 69f0586f47f34ce924d59719. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### NormFree FRR @ FAR=1e-1: 0.74. Result ID: 69f0586f47f34ce924d5972e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### ComplexIrisNet FRR @ FAR=1e-1: 1.01. Result ID: 69f0586f47f34ce924d59726. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### CM FRR @ FAR=1e-1: 1.14. Result ID: 69f0586f47f34ce924d59722. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### UE-UGCL FRR @ FAR=1e-1: 1.17. Result ID: 69f0586f47f34ce924d5971e. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### Maxout FRR @ FAR=1e-1: 1.25. Result ID: 69f0586f47f34ce924d59715. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### NormFree FRR @ FAR=1e-1: 1.75. Result ID: 69f0586f47f34ce924d5972f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### ComplexIrisNet FRR @ FAR=1e-1: 1.93. Result ID: 69f0586f47f34ce924d59727. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### CM FRR @ FAR=1e-1: 2.06. Result ID: 69f0586f47f34ce924d59723. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### NormFree FRR @ FAR=1e-1: 2.28. Result ID: 69f0586f47f34ce924d59730. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### NormKeep FRR @ FAR=1e-1: 2.34. Result ID: 69f0586f47f34ce924d5972a. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### Maxout-BA FRR @ FAR=1e-1: 2.54. Result ID: 69f0586f47f34ce924d5971a. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### UE-UGCL FRR @ FAR=1e-1: 2.75. Result ID: 69f0586f47f34ce924d5971f. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### CM FRR @ FAR=1e-1: 3.6. Result ID: 69f0586f47f34ce924d59724. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### Maxout FRR @ FAR=1e-1: 3.65. Result ID: 69f0586f47f34ce924d59716. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### Gabor FRR @ FAR=1e-1: 3.75. Result ID: 69f0586f47f34ce924d5970d. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### ComplexIrisNet FRR @ FAR=1e-1: 3.97. Result ID: 69f0586f47f34ce924d59728. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### UE-UGCL FRR @ FAR=1e-1: 4.38. Result ID: 69f0586f47f34ce924d59720. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### NormKeep FRR @ FAR=1e-1: 4.72. Result ID: 69f0586f47f34ce924d5972b. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### OM FRR @ FAR=1e-1: 4.74. Result ID: 69f0586f47f34ce924d59711. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### Maxout-BA FRR @ FAR=1e-1: 6.14. Result ID: 69f0586f47f34ce924d5971b. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### NormKeep FRR @ FAR=1e-1: 6.2. Result ID: 69f0586f47f34ce924d5972c. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### Maxout FRR @ FAR=1e-1: 8.3. Result ID: 69f0586f47f34ce924d59717. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### Maxout-BA FRR @ FAR=1e-1: 9.53. Result ID: 69f0586f47f34ce924d5971c. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### Gabor FRR @ FAR=1e-1: 9.62. Result ID: 69f0586f47f34ce924d5970e. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### OM FRR @ FAR=1e-1: 10.21. Result ID: 69f0586f47f34ce924d59712. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### Maxout FRR @ FAR=1e-1: 12.49. Result ID: 69f0586f47f34ce924d59718. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### OM FRR @ FAR=1e-1: 22.38. Result ID: 69f0586f47f34ce924d59713. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### Gabor FRR @ FAR=1e-1: 24.09. Result ID: 69f0586f47f34ce924d5970f. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### OM FRR @ FAR=1e-1: 32.19. Result ID: 69f0586f47f34ce924d59714. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### Gabor FRR @ FAR=1e-1: 33.49. Result ID: 69f0586f47f34ce924d59710. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.