# Homography Estimation on RGB-NIR cross-dataset (test) Source: [Homography Estimation on RGB-NIR cross-dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-03-05T09:03:04.629Z Evaluation of Homography Estimation performance on the test split of the RGB-NIR cross-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 cross-dataset (test) | | Metric | MACE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 13 of 13 | | 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 | | MCNet | 7.048 | Not recorded | 69a90e162d603e6de3e408d3 | | MHN | 7.549 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN | 8.336 | Not recorded | 69a90e162d603e6de3e408d3 | | MCNet | 9.982 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN | 12.616 | Not recorded | 69a90e162d603e6de3e408d3 | | DHN | 13.864 | Not recorded | 69a90e162d603e6de3e408d3 | | SCPNet | 14.281 | Not recorded | 69a90e162d603e6de3e408d3 | | AltO | 17.306 | Not recorded | 69a90e162d603e6de3e408d3 | | SSHNet | 17.419 | Not recorded | 69a90e162d603e6de3e408d3 | | MHN | 20.581 | Not recorded | 69a90e162d603e6de3e408d3 | | DHN | 21.937 | Not recorded | 69a90e162d603e6de3e408d3 | ### MCNet MACE: 5.239. Result ID: 69a946b36dbb7075b952e9c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Synthetic","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### IHN MACE: 5.647. Result ID: 69a946b36dbb7075b952e9bf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleEarth","Data Synthesis Application":"true"}. This record does not assert independent reproduction. ### MCNet MACE: 7.048. Result ID: 69a946b36dbb7075b952e9c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleEarth","Data Synthesis Application":"true"}. This record does not assert independent reproduction. ### MHN MACE: 7.549. Result ID: 69a946b36dbb7075b952e9bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Synthetic","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### IHN MACE: 8.336. Result ID: 69a946b36dbb7075b952e9c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Synthetic","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### MCNet MACE: 9.982. Result ID: 69a946b36dbb7075b952e9c1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleEarth","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### IHN MACE: 12.616. Result ID: 69a946b36dbb7075b952e9be. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleEarth","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### DHN MACE: 13.864. Result ID: 69a946b36dbb7075b952e9bb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Synthetic","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### SCPNet MACE: 14.281. Result ID: 69a946b36dbb7075b952e9c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleEarth","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### AltO MACE: 17.306. Result ID: 69a946b36dbb7075b952e9c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleEarth","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### SSHNet MACE: 17.419. Result ID: 69a946b36dbb7075b952e9c6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"GoogleEarth","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### MHN MACE: 20.581. Result ID: 69a946b36dbb7075b952e9bc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleEarth","Data Synthesis Application":"false"}. This record does not assert independent reproduction. ### DHN MACE: 21.937. Result ID: 69a946b36dbb7075b952e9ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleEarth","Data Synthesis Application":"false"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.