# Homography Estimation on RGB-NIR (test) Source: [Homography Estimation on RGB-NIR (test)]() Collection index: [llms.txt]() Data updated: 2026-03-05T09:03:04.542Z Evaluation of Homography Estimation performance on the test split of the RGB-NIR dataset, reporting MACE. 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 | Homography Estimation | | Dataset (including any stated split) | RGB-NIR (test) | | Metric | MACE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 11 of 11 | | 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 - [MACE](): Lower is better; unit: SCALAR. ## Recorded results | Method | MACE | Result date | Report paper | | --- | --- | --- | --- | | MCNet | 5.239 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN | 5.647 | Not recorded | 69a90e162d603e6de3e408d3 | | MHN | 7.549 | Not recorded | 69a90e162d603e6de3e408d3 | | MCNet | 9.186 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN | 10.745 | Not recorded | 69a90e162d603e6de3e408d3 | | SSHNet | 11.01 | Not recorded | 69a90e162d603e6de3e408d3 | | MHN | 11.272 | Not recorded | 69a90e162d603e6de3e408d3 | | SCPNet | 12.528 | Not recorded | 69a90e162d603e6de3e408d3 | | DHN | 12.669 | Not recorded | 69a90e162d603e6de3e408d3 | | DHN | 13.864 | Not recorded | 69a90e162d603e6de3e408d3 | | AltO | 14.739 | Not recorded | 69a90e162d603e6de3e408d3 | ### MCNet MACE: 5.239. Result ID: 69a946b36dbb7075b952e99c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Our synthetic data"}. This record does not assert independent reproduction. ### IHN MACE: 5.647. Result ID: 69a946b36dbb7075b952e99a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Our synthetic data"}. This record does not assert independent reproduction. ### MHN MACE: 7.549. Result ID: 69a946b36dbb7075b952e998. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Our synthetic data"}. This record does not assert independent reproduction. ### MCNet MACE: 9.186. Result ID: 69a946b36dbb7075b952e99b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"PDSCOCO"}. This record does not assert independent reproduction. ### IHN MACE: 10.745. Result ID: 69a946b36dbb7075b952e999. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"PDSCOCO"}. This record does not assert independent reproduction. ### SSHNet MACE: 11.01. Result ID: 69a946b36dbb7075b952e99f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"PDSCOCO"}. This record does not assert independent reproduction. ### MHN MACE: 11.272. Result ID: 69a946b36dbb7075b952e997. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"PDSCOCO"}. This record does not assert independent reproduction. ### SCPNet MACE: 12.528. Result ID: 69a946b36dbb7075b952e99d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"PDSCOCO"}. This record does not assert independent reproduction. ### DHN MACE: 12.669. Result ID: 69a946b36dbb7075b952e995. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"PDSCOCO"}. This record does not assert independent reproduction. ### DHN MACE: 13.864. Result ID: 69a946b36dbb7075b952e996. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Our synthetic data"}. This record does not assert independent reproduction. ### AltO MACE: 14.739. Result ID: 69a946b36dbb7075b952e99e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"PDSCOCO"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.