# Intra-frame Image Registration on OR-PAM-Reg-Temporal-26K (test) Source: [Intra-frame Image Registration on OR-PAM-Reg-Temporal-26K (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:53:02.529Z Evaluation of Intra-frame Image Registration performance on the test split of the OR-PAM-Reg-Temporal-26K dataset, utilizing similarity metrics such as NCC, SSIM, and PSNR. 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 | Intra-frame Image Registration | | Dataset (including any stated split) | OR-PAM-Reg-Temporal-26K (test) | | Metric | NCC | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [NCC](): Higher is better; unit: SCALAR. - [SSIM](): Higher is better; unit: SCALAR. - [PSNR](): Higher is better; unit: SCALAR. ## Recorded results | Method | NCC | Result date | Report paper | | --- | --- | --- | --- | | PCReg-Net | 0.998 | Not recorded | 6993f6299ebc499c97409b7d | | SAS-Net | 0.994 | Not recorded | 6993f6299ebc499c97409b7d | | SAS-Net | 0.994 | Not recorded | 6996992f09c33900fcd71fa8 | | GPEReg-Net | 0.921 | Not recorded | 6996992f09c33900fcd71fa8 | | SIFT | 0.752 | Not recorded | 6993f6299ebc499c97409b7d | | SIFT | 0.752 | Not recorded | 6996992f09c33900fcd71fa8 | | VoxelMorph | 0.741 | Not recorded | 6993f6299ebc499c97409b7d | | VoxelMorph | 0.741 | Not recorded | 6996992f09c33900fcd71fa8 | | TransMorph | 0.693 | Not recorded | 6993f6299ebc499c97409b7d | | TransMorph | 0.693 | Not recorded | 6996992f09c33900fcd71fa8 | | SyN | 0.505 | Not recorded | 6993f6299ebc499c97409b7d | | SyN | 0.505 | Not recorded | 6996992f09c33900fcd71fa8 | | Demons | 0.347 | Not recorded | 6993f6299ebc499c97409b7d | | Demons | 0.347 | Not recorded | 6996992f09c33900fcd71fa8 | | Unregistered | 0.19 | Not recorded | 6993f6299ebc499c97409b7d | | Unregistered | 0.19 | Not recorded | 6996992f09c33900fcd71fa8 | | Optical Flow | 0.089 | Not recorded | 6993f6299ebc499c97409b7d | | Optical Flow | 0.089 | Not recorded | 6996992f09c33900fcd71fa8 | ### PCReg-Net NCC: 0.998. Result ID: 699a743f5698665ec4fd39eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Deep Learning Methods"}. This record does not assert independent reproduction. ### SAS-Net NCC: 0.994. Result ID: 699a743f5698665ec4fd39ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Deep Learning Methods"}. This record does not assert independent reproduction. ### SAS-Net NCC: 0.994. Result ID: 699aea1e5698665ec47aba88. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Deep Learning Methods"}. This record does not assert independent reproduction. ### GPEReg-Net NCC: 0.921. Result ID: 699aea1e5698665ec47aba89. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Category":"Deep Learning Methods"}. This record does not assert independent reproduction. ### SIFT NCC: 0.752. Result ID: 699a743f5698665ec4fd39e4. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. ### SIFT NCC: 0.752. Result ID: 699aea1e5698665ec47aba82. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. ### VoxelMorph NCC: 0.741. Result ID: 699a743f5698665ec4fd39e8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Deep Learning Methods"}. This record does not assert independent reproduction. ### VoxelMorph NCC: 0.741. Result ID: 699aea1e5698665ec47aba86. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Deep Learning Methods"}. This record does not assert independent reproduction. ### TransMorph NCC: 0.693. Result ID: 699a743f5698665ec4fd39e9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Deep Learning Methods"}. This record does not assert independent reproduction. ### TransMorph NCC: 0.693. Result ID: 699aea1e5698665ec47aba87. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Category":"Deep Learning Methods"}. This record does not assert independent reproduction. ### SyN NCC: 0.505. Result ID: 699a743f5698665ec4fd39e7. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. ### SyN NCC: 0.505. Result ID: 699aea1e5698665ec47aba85. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. ### Demons NCC: 0.347. Result ID: 699a743f5698665ec4fd39e5. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. ### Demons NCC: 0.347. Result ID: 699aea1e5698665ec47aba83. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. ### Unregistered NCC: 0.19. Result ID: 699a743f5698665ec4fd39e3. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. ### Unregistered NCC: 0.19. Result ID: 699aea1e5698665ec47aba81. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. ### Optical Flow NCC: 0.089. Result ID: 699a743f5698665ec4fd39e6. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. ### Optical Flow NCC: 0.089. Result ID: 699aea1e5698665ec47aba84. [Reporting paper]() Recorded evaluation configuration: {"Category":"Traditional Methods"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.