# Iris Verification on ImmerIris 1.0 (Left) Source: [Iris Verification on ImmerIris 1.0 (Left)]() Collection index: [llms.txt]() Data updated: 2026-04-28T06:50:04.733Z Evaluation of Iris Verification performance on the ImmerIris 1.0 (Left) dataset, reporting False Rejection Rates (FRR) at specified False Acceptance Rates (FAR). 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 1.0 (Left) | | 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 | | --- | --- | --- | --- | | CM | 0.17 | Not recorded | 68fa7c131e209131cea8c4cb | | ComplexIrisNet | 0.19 | Not recorded | 68fa7c131e209131cea8c4cb | | NormFree | 0.21 | Not recorded | 68fa7c131e209131cea8c4cb | | UE-UGCL | 0.23 | Not recorded | 68fa7c131e209131cea8c4cb | | NormKeep | 0.25 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout-BA | 0.43 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout | 0.74 | Not recorded | 68fa7c131e209131cea8c4cb | | NormFree | 0.83 | Not recorded | 68fa7c131e209131cea8c4cb | | ComplexIrisNet | 0.98 | Not recorded | 68fa7c131e209131cea8c4cb | | CM | 1.18 | Not recorded | 68fa7c131e209131cea8c4cb | | UE-UGCL | 1.38 | Not recorded | 68fa7c131e209131cea8c4cb | | NormKeep | 1.92 | Not recorded | 68fa7c131e209131cea8c4cb | | NormFree | 2.17 | Not recorded | 68fa7c131e209131cea8c4cb | | ComplexIrisNet | 2.23 | Not recorded | 68fa7c131e209131cea8c4cb | | NormFree | 2.36 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout-BA | 2.42 | Not recorded | 68fa7c131e209131cea8c4cb | | CM | 2.52 | Not recorded | 68fa7c131e209131cea8c4cb | | UE-UGCL | 3.04 | Not recorded | 68fa7c131e209131cea8c4cb | | OM | 3.09 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout | 3.18 | Not recorded | 68fa7c131e209131cea8c4cb | | Gabor | 3.26 | Not recorded | 68fa7c131e209131cea8c4cb | | CM | 3.35 | Not recorded | 68fa7c131e209131cea8c4cb | | ComplexIrisNet | 3.63 | Not recorded | 68fa7c131e209131cea8c4cb | | UE-UGCL | 3.84 | Not recorded | 68fa7c131e209131cea8c4cb | | NormKeep | 4.33 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout-BA | 5.33 | Not recorded | 68fa7c131e209131cea8c4cb | | NormKeep | 5.48 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout-BA | 7.06 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout | 7.48 | Not recorded | 68fa7c131e209131cea8c4cb | | OM | 8.09 | Not recorded | 68fa7c131e209131cea8c4cb | | Gabor | 8.33 | Not recorded | 68fa7c131e209131cea8c4cb | | Maxout | 9.54 | Not recorded | 68fa7c131e209131cea8c4cb | | OM | 19.67 | Not recorded | 68fa7c131e209131cea8c4cb | | Gabor | 22.22 | Not recorded | 68fa7c131e209131cea8c4cb | | OM | 29.51 | Not recorded | 68fa7c131e209131cea8c4cb | | Gabor | 30.75 | Not recorded | 68fa7c131e209131cea8c4cb | ### CM FRR @ FAR=1e-1: 0.17. Result ID: 69f0586f47f34ce924d596fd. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### ComplexIrisNet FRR @ FAR=1e-1: 0.19. Result ID: 69f0586f47f34ce924d59701. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### NormFree FRR @ FAR=1e-1: 0.21. Result ID: 69f0586f47f34ce924d59709. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### UE-UGCL FRR @ FAR=1e-1: 0.23. Result ID: 69f0586f47f34ce924d596f9. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### NormKeep FRR @ FAR=1e-1: 0.25. Result ID: 69f0586f47f34ce924d59705. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### Maxout-BA FRR @ FAR=1e-1: 0.43. Result ID: 69f0586f47f34ce924d596f5. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### Maxout FRR @ FAR=1e-1: 0.74. Result ID: 69f0586f47f34ce924d596f1. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### NormFree FRR @ FAR=1e-1: 0.83. Result ID: 69f0586f47f34ce924d5970a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### ComplexIrisNet FRR @ FAR=1e-1: 0.98. Result ID: 69f0586f47f34ce924d59702. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### CM FRR @ FAR=1e-1: 1.18. Result ID: 69f0586f47f34ce924d596fe. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### UE-UGCL FRR @ FAR=1e-1: 1.38. Result ID: 69f0586f47f34ce924d596fa. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### NormKeep FRR @ FAR=1e-1: 1.92. Result ID: 69f0586f47f34ce924d59706. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### NormFree FRR @ FAR=1e-1: 2.17. Result ID: 69f0586f47f34ce924d5970b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### ComplexIrisNet FRR @ FAR=1e-1: 2.23. Result ID: 69f0586f47f34ce924d59703. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### NormFree FRR @ FAR=1e-1: 2.36. Result ID: 69f0586f47f34ce924d5970c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### Maxout-BA FRR @ FAR=1e-1: 2.42. Result ID: 69f0586f47f34ce924d596f6. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### CM FRR @ FAR=1e-1: 2.52. Result ID: 69f0586f47f34ce924d596ff. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### UE-UGCL FRR @ FAR=1e-1: 3.04. Result ID: 69f0586f47f34ce924d596fb. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### OM FRR @ FAR=1e-1: 3.09. Result ID: 69f0586f47f34ce924d596ed. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### Maxout FRR @ FAR=1e-1: 3.18. Result ID: 69f0586f47f34ce924d596f2. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### Gabor FRR @ FAR=1e-1: 3.26. Result ID: 69f0586f47f34ce924d596e9. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Control"}. This record does not assert independent reproduction. ### CM FRR @ FAR=1e-1: 3.35. Result ID: 69f0586f47f34ce924d59700. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### ComplexIrisNet FRR @ FAR=1e-1: 3.63. Result ID: 69f0586f47f34ce924d59704. [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: 3.84. Result ID: 69f0586f47f34ce924d596fc. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### NormKeep FRR @ FAR=1e-1: 4.33. Result ID: 69f0586f47f34ce924d59707. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### Maxout-BA FRR @ FAR=1e-1: 5.33. Result ID: 69f0586f47f34ce924d596f7. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### NormKeep FRR @ FAR=1e-1: 5.48. Result ID: 69f0586f47f34ce924d59708. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### Maxout-BA FRR @ FAR=1e-1: 7.06. Result ID: 69f0586f47f34ce924d596f8. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### Maxout FRR @ FAR=1e-1: 7.48. Result ID: 69f0586f47f34ce924d596f3. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### OM FRR @ FAR=1e-1: 8.09. Result ID: 69f0586f47f34ce924d596ee. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### Gabor FRR @ FAR=1e-1: 8.33. Result ID: 69f0586f47f34ce924d596ea. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Fix"}. This record does not assert independent reproduction. ### Maxout FRR @ FAR=1e-1: 9.54. Result ID: 69f0586f47f34ce924d596f4. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### OM FRR @ FAR=1e-1: 19.67. Result ID: 69f0586f47f34ce924d596ef. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### Gabor FRR @ FAR=1e-1: 22.22. Result ID: 69f0586f47f34ce924d596eb. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Select"}. This record does not assert independent reproduction. ### OM FRR @ FAR=1e-1: 29.51. Result ID: 69f0586f47f34ce924d596f0. [Reporting paper]() Recorded evaluation configuration: {"Evaluation Protocol":"Immer-Any"}. This record does not assert independent reproduction. ### Gabor FRR @ FAR=1e-1: 30.75. Result ID: 69f0586f47f34ce924d596ec. [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.