# Pansharpening on GaoFen-2 (GF2) full-resolution original (test) Source: [Pansharpening on GaoFen-2 (GF2) full-resolution original (test)]() Collection index: [llms.txt]() Data updated: 2026-06-17T07:28:57.915Z Evaluation of Pansharpening performance on the test split of the full-resolution original GaoFen-2 (GF2) imagery, typically measured using D\_lambda, D\_s, and HQNR. 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 | Pansharpening | | Dataset (including any stated split) | GaoFen-2 (GF2) full-resolution original (test) | | Metric | D\_lambda | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 34 of 34 | | 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 - [D\_lambda](): Lower is better; unit: SCALAR. - [D\_s](): Lower is better; unit: SCALAR. - [HQNR](): Higher is better; unit: SCALAR. ## Recorded results | Method | D\_lambda | Result date | Report paper | | --- | --- | --- | --- | | WFANet | 0.003 | Not recorded | 6984241fa8b01e76cc8ee79a | | SALAD-PAN | 0.005 | Not recorded | 6984241fa8b01e76cc8ee79a | | ARConv | 0.007 | Not recorded | 6984241fa8b01e76cc8ee79a | | GSPan | 0.0111 | Not recorded | 6a322a06d33dfb23e783eaa2 | | PSGAN | 0.0117 | Not recorded | 6a322a06d33dfb23e783eaa2 | | PNN | 0.0145 | Not recorded | 6a322a06d33dfb23e783eaa2 | | MSAN | 0.0153 | Not recorded | 6a322a06d33dfb23e783eaa2 | | SSDiff | 0.016 | Not recorded | 6984241fa8b01e76cc8ee79a | | SSDiff | 0.0164 | Not recorded | 68fa72ea1e209131cea59318 | | PanNet | 0.017 | Not recorded | 6984241fa8b01e76cc8ee79a | | MARNet | 0.0174 | Not recorded | 6a322a06d33dfb23e783eaa2 | | LAGConv | 0.0177 | Not recorded | 6a322a06d33dfb23e783eaa2 | | SGDiff | 0.02 | Not recorded | 6984241fa8b01e76cc8ee79a | | PanMamba | 0.0225 | Not recorded | 6a322a06d33dfb23e783eaa2 | | DCFNet | 0.0234 | Not recorded | 68fa72ea1e209131cea59318 | | FusionNet | 0.0261 | Not recorded | 6a322a06d33dfb23e783eaa2 | | PanDiff | 0.0265 | Not recorded | 68fa72ea1e209131cea59318 | | MSDCNN | 0.0269 | Not recorded | 68fa72ea1e209131cea59318 | | PanDiff | 0.027 | Not recorded | 6984241fa8b01e76cc8ee79a | | BimPAN | 0.032 | Not recorded | 6984241fa8b01e76cc8ee79a | | LAGConv | 0.0324 | Not recorded | 68fa72ea1e209131cea59318 | | LagConv | 0.033 | Not recorded | 6984241fa8b01e76cc8ee79a | | MTF-GLP-FS | 0.0336 | Not recorded | 68fa72ea1e209131cea59318 | | AWLP | 0.0338 | Not recorded | 6a322a06d33dfb23e783eaa2 | | PNN | 0.0367 | Not recorded | 68fa72ea1e209131cea59318 | | FusionNet | 0.04 | Not recorded | 68fa72ea1e209131cea59318 | | FusionNet | 0.04 | Not recorded | 6984241fa8b01e76cc8ee79a | | DiCNN | 0.0413 | Not recorded | 68fa72ea1e209131cea59318 | | MMNet | 0.0428 | Not recorded | 68fa72ea1e209131cea59318 | | TV | 0.0509 | Not recorded | 6a322a06d33dfb23e783eaa2 | | CTINN | 0.0586 | Not recorded | 68fa72ea1e209131cea59318 | | BT-H | 0.0602 | Not recorded | 68fa72ea1e209131cea59318 | | BDSD | 0.0694 | Not recorded | 6a322a06d33dfb23e783eaa2 | | BDSD-PC | 0.0759 | Not recorded | 68fa72ea1e209131cea59318 | ### WFANet D\_lambda: 0.003. Result ID: 699744ed5698665ec495eb40. [Reporting paper]() Recorded evaluation configuration: {"Pub/Year":"AAAI’25"}. This record does not assert independent reproduction. ### SALAD-PAN D\_lambda: 0.005. Result ID: 699744ed5698665ec495eb44. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pub/Year":""}. This record does not assert independent reproduction. ### ARConv D\_lambda: 0.007. Result ID: 699744ed5698665ec495eb3f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Pub/Year":"CVPR’25"}. This record does not assert independent reproduction. ### GSPan D\_lambda: 0.0111. Result ID: 6a324ca1fbc373592c2f78eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PSGAN D\_lambda: 0.0117. Result ID: 6a324ca1fbc373592c2f78e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PNN D\_lambda: 0.0145. Result ID: 6a324ca1fbc373592c2f78e4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MSAN D\_lambda: 0.0153. Result ID: 6a324ca1fbc373592c2f78e8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SSDiff D\_lambda: 0.016. Result ID: 699744ed5698665ec495eb42. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Pub/Year":"NeurIPS’24"}. This record does not assert independent reproduction. ### SSDiff D\_lambda: 0.0164. Result ID: 699287023a6c3148490f8d8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PanNet D\_lambda: 0.017. Result ID: 699744ed5698665ec495eb3b. [Reporting paper]() Recorded evaluation configuration: {"Pub/Year":"ICCV’17"}. This record does not assert independent reproduction. ### MARNet D\_lambda: 0.0174. Result ID: 6a324ca1fbc373592c2f78ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LAGConv D\_lambda: 0.0177. Result ID: 6a324ca1fbc373592c2f78e6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SGDiff D\_lambda: 0.02. Result ID: 699744ed5698665ec495eb43. [Reporting paper]() Recorded evaluation configuration: {"Pub/Year":"CVPR’25"}. This record does not assert independent reproduction. ### PanMamba D\_lambda: 0.0225. Result ID: 6a324ca1fbc373592c2f78e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DCFNet D\_lambda: 0.0234. Result ID: 699287023a6c3148490f8d8c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FusionNet D\_lambda: 0.0261. Result ID: 6a324ca1fbc373592c2f78e5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PanDiff D\_lambda: 0.0265. Result ID: 699287023a6c3148490f8d8d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MSDCNN D\_lambda: 0.0269. Result ID: 699287023a6c3148490f8d87. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PanDiff D\_lambda: 0.027. Result ID: 699744ed5698665ec495eb41. [Reporting paper]() Recorded evaluation configuration: {"Pub/Year":"TGRS’23"}. This record does not assert independent reproduction. ### BimPAN D\_lambda: 0.032. Result ID: 699744ed5698665ec495eb3e. [Reporting paper]() Recorded evaluation configuration: {"Pub/Year":"ACMM’23"}. This record does not assert independent reproduction. ### LAGConv D\_lambda: 0.0324. Result ID: 699287023a6c3148490f8d8a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LagConv D\_lambda: 0.033. Result ID: 699744ed5698665ec495eb3d. [Reporting paper]() Recorded evaluation configuration: {"Pub/Year":"AAAI’22"}. This record does not assert independent reproduction. ### MTF-GLP-FS D\_lambda: 0.0336. Result ID: 699287023a6c3148490f8d83. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AWLP D\_lambda: 0.0338. Result ID: 6a324ca1fbc373592c2f78e1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PNN D\_lambda: 0.0367. Result ID: 699287023a6c3148490f8d85. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FusionNet D\_lambda: 0.04. Result ID: 699287023a6c3148490f8d88. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FusionNet D\_lambda: 0.04. Result ID: 699744ed5698665ec495eb3c. [Reporting paper]() Recorded evaluation configuration: {"Pub/Year":"TGRS’20"}. This record does not assert independent reproduction. ### DiCNN D\_lambda: 0.0413. Result ID: 699287023a6c3148490f8d86. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MMNet D\_lambda: 0.0428. Result ID: 699287023a6c3148490f8d8b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TV D\_lambda: 0.0509. Result ID: 6a324ca1fbc373592c2f78e2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CTINN D\_lambda: 0.0586. Result ID: 699287023a6c3148490f8d89. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BT-H D\_lambda: 0.0602. Result ID: 699287023a6c3148490f8d84. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BDSD D\_lambda: 0.0694. Result ID: 6a324ca1fbc373592c2f78e3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BDSD-PC D\_lambda: 0.0759. Result ID: 699287023a6c3148490f8d82. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.