# Homography Estimation on GoogleEarth Source: [Homography Estimation on GoogleEarth]() Collection index: [llms.txt]() Data updated: 2026-03-05T09:03:04.660Z Evaluation of Homography Estimation performance on the GoogleEarth dataset, measured using Mean Absolute Corner Error (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) | GoogleEarth | | Metric | MACE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 30 of 30 | | 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 | | --- | --- | --- | --- | | CCNet | 0.526 | Not recorded | 69a90e162d603e6de3e408d3 | | MCNet | 0.577 | Not recorded | 69a90e162d603e6de3e408d3 | | MCNet+ | 0.776 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN | 1.147 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN+ | 1.236 | Not recorded | 69a90e162d603e6de3e408d3 | | CCNet | 1.399 | Not recorded | 69a90e162d603e6de3e408d3 | | MCNet\* | 1.402 | Not recorded | 69a90e162d603e6de3e408d3 | | MCNet | 1.402 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN\* | 1.853 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN | 1.853 | Not recorded | 69a90e162d603e6de3e408d3 | | MHN | 2.061 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN+ | 2.77 | Not recorded | 69a90e162d603e6de3e408d3 | | SCPNet | 2.794 | Not recorded | 69a90e162d603e6de3e408d3 | | IHN | 3.038 | Not recorded | 69a90e162d603e6de3e408d3 | | MHN\* | 3.11 | Not recorded | 69a90e162d603e6de3e408d3 | | MHN | 3.11 | Not recorded | 69a90e162d603e6de3e408d3 | | AltO | 3.174 | Not recorded | 69a90e162d603e6de3e408d3 | | MCNet+ | 4.198 | Not recorded | 69a90e162d603e6de3e408d3 | | SCPNet | 5.508 | Not recorded | 69a90e162d603e6de3e408d3 | | SSHNet | 5.888 | Not recorded | 69a90e162d603e6de3e408d3 | | DHN | 7.735 | Not recorded | 69a90e162d603e6de3e408d3 | | AltO | 9.089 | Not recorded | 69a90e162d603e6de3e408d3 | | MCNet | 20.518 | Not recorded | 69a90e162d603e6de3e408d3 | | UDHN | 21.248 | Not recorded | 69a90e162d603e6de3e408d3 | | DHN\* | 22.933 | Not recorded | 69a90e162d603e6de3e408d3 | | DHN | 22.933 | Not recorded | 69a90e162d603e6de3e408d3 | | CA-UDHN | 23.761 | Not recorded | 69a90e162d603e6de3e408d3 | | SSHNet | 24.952 | Not recorded | 69a90e162d603e6de3e408d3 | | DHN | 27.653 | Not recorded | 69a90e162d603e6de3e408d3 | | MHN | 39.474 | Not recorded | 69a90e162d603e6de3e408d3 | ### CCNet MACE: 0.526. Result ID: 69a946b36dbb7075b952ea10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Supervised"}. This record does not assert independent reproduction. ### MCNet MACE: 0.577. Result ID: 69a946b36dbb7075b952ea0f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Supervised"}. This record does not assert independent reproduction. ### MCNet+ MACE: 0.776. Result ID: 69a946b36dbb7075b952ea12. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Supervised","Augmented":"true"}. This record does not assert independent reproduction. ### IHN MACE: 1.147. Result ID: 69a946b36dbb7075b952ea0e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Supervised"}. This record does not assert independent reproduction. ### IHN+ MACE: 1.236. Result ID: 69a946b36dbb7075b952ea11. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Supervised","Augmented":"true"}. This record does not assert independent reproduction. ### CCNet MACE: 1.399. Result ID: 69a946b36dbb7075b952ea1c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Zero-shot"}. This record does not assert independent reproduction. ### MCNet\* MACE: 1.402. Result ID: 69a946b36dbb7075b952e9dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Synthetic"}. This record does not assert independent reproduction. ### MCNet MACE: 1.402. Result ID: 69a946b36dbb7075b952ea1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Zero-shot"}. This record does not assert independent reproduction. ### IHN\* MACE: 1.853. Result ID: 69a946b36dbb7075b952e9da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Synthetic"}. This record does not assert independent reproduction. ### IHN MACE: 1.853. Result ID: 69a946b36dbb7075b952ea1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Zero-shot"}. This record does not assert independent reproduction. ### MHN MACE: 2.061. Result ID: 69a946b36dbb7075b952ea0d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Supervised"}. This record does not assert independent reproduction. ### IHN+ MACE: 2.77. Result ID: 69a946b36dbb7075b952e9d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleMap","Synthesis Applied":"True"}. This record does not assert independent reproduction. ### SCPNet MACE: 2.794. Result ID: 69a946b36dbb7075b952ea15. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Unsupervised"}. This record does not assert independent reproduction. ### IHN MACE: 3.038. Result ID: 69a946b36dbb7075b952e9d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleMap"}. This record does not assert independent reproduction. ### MHN\* MACE: 3.11. Result ID: 69a946b36dbb7075b952e9d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Synthetic"}. This record does not assert independent reproduction. ### MHN MACE: 3.11. Result ID: 69a946b36dbb7075b952ea19. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Zero-shot"}. This record does not assert independent reproduction. ### AltO MACE: 3.174. Result ID: 69a946b36dbb7075b952ea16. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Unsupervised"}. This record does not assert independent reproduction. ### MCNet+ MACE: 4.198. Result ID: 69a946b36dbb7075b952e9dc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleMap","Synthesis Applied":"True"}. This record does not assert independent reproduction. ### SCPNet MACE: 5.508. Result ID: 69a946b36dbb7075b952e9de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleMap"}. This record does not assert independent reproduction. ### SSHNet MACE: 5.888. Result ID: 69a946b36dbb7075b952ea17. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Unsupervised"}. This record does not assert independent reproduction. ### DHN MACE: 7.735. Result ID: 69a946b36dbb7075b952ea0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Supervised"}. This record does not assert independent reproduction. ### AltO MACE: 9.089. Result ID: 69a946b36dbb7075b952e9df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleMap"}. This record does not assert independent reproduction. ### MCNet MACE: 20.518. Result ID: 69a946b36dbb7075b952e9db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleMap"}. This record does not assert independent reproduction. ### UDHN MACE: 21.248. Result ID: 69a946b36dbb7075b952ea13. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Unsupervised"}. This record does not assert independent reproduction. ### DHN\* MACE: 22.933. Result ID: 69a946b36dbb7075b952e9d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"Synthetic"}. This record does not assert independent reproduction. ### DHN MACE: 22.933. Result ID: 69a946b36dbb7075b952ea18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Zero-shot"}. This record does not assert independent reproduction. ### CA-UDHN MACE: 23.761. Result ID: 69a946b36dbb7075b952ea14. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Unsupervised"}. This record does not assert independent reproduction. ### SSHNet MACE: 24.952. Result ID: 69a946b36dbb7075b952e9e0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"GoogleMap"}. This record does not assert independent reproduction. ### DHN MACE: 27.653. Result ID: 69a946b36dbb7075b952e9d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleMap"}. This record does not assert independent reproduction. ### MHN MACE: 39.474. Result ID: 69a946b36dbb7075b952e9d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"GoogleMap"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.