Structural Complexity Ground Truth Prediction on 96 datasets
0.0142Local MRREsLR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LRfeature_category=Int. Dim. (Geometric)2025.12 | 0.0142 | — | 0.0065 | 0.0689 | 0.0478 | |
| LRfeature_category=Pds2025.12 | 0.0673 | 0.2781 | 0.3404 | 0.5152 | 0.5332 | |
| PRfeature_category=Pds2025.12 | 0.0866 | 0.344 | 0.4032 | 0.7304 | 0.7164 | |
| PRfeature_category=Int. Dim. (Geometric)2025.12 | 0.2351 | 0.0123 | 0.0045 | 0.0716 | 0.0566 | |
| GBfeature_category=Pds2025.12 | 0.3182 | 0.4523 | 0.4681 | 0.7959 | 0.8075 | |
| kNNfeature_category=Pds2025.12 | 0.3331 | 0.4133 | 0.4998 | 0.8003 | 0.818 | |
| RFfeature_category=Pds2025.12 | 0.3509 | 0.4119 | 0.501 | 0.8282 | 0.8217 | |
| kNNfeature_category=Int. Dim. (Geometric)2025.12 | 0.3656 | 0.5214 | 0.3755 | 0.5826 | 0.5967 | |
| RFfeature_category=Int. Dim. (Geometric)2025.12 | 0.3807 | 0.5054 | 0.3958 | 0.601 | 0.5881 | |
| GBfeature_category=Int. Dim. (Projection)2025.12 | 0.4021 | 0.6132 | 0.3183 | 0.6278 | 0.5652 | |
| GBfeature_category=Int. Dim. (Geometric)2025.12 | 0.443 | 0.5587 | 0.3822 | 0.5711 | 0.573 | |
| PRfeature_category=Int. Dim. (Projection)2025.12 | 0.4505 | 0.5334 | 0.2369 | 0.4231 | 0.3769 | |
| RFfeature_category=Int. Dim. (Projection)2025.12 | 0.471 | 0.5815 | 0.3013 | 0.6309 | 0.5996 | |
| LRfeature_category=Int. Dim. (Projection)2025.12 | 0.5133 | 0.5574 | 0.3364 | 0.3629 | 0.3576 | |
| kNNfeature_category=Int. Dim. (Projection)2025.12 | 0.5537 | 0.6353 | 0.377 | 0.6495 | 0.6281 | |
| kNNfeature_category=Pds+Mnc2025.12 | 0.6109 | 0.7472 | 0.4971 | 0.829 | 0.8401 | |
| LRfeature_category=Mnc2025.12 | 0.6784 | 0.8454 | 0.3692 | 0.5677 | 0.5241 | |
| kNNfeature_category=Mnc2025.12 | 0.7007 | 0.878 | 0.402 | 0.5962 | 0.5814 | |
| GBfeature_category=Mnc2025.12 | 0.7207 | 0.8666 | 0.2827 | 0.5992 | 0.5741 | |
| PRfeature_category=Mnc2025.12 | 0.7244 | 0.8807 | 0.3174 | 0.5525 | 0.514 | |
| RFfeature_category=Mnc2025.12 | 0.7302 | 0.8706 | 0.4189 | 0.6166 | 0.5734 | |
| LRfeature_category=Pds+Mnc2025.12 | 0.7484 | 0.8513 | 0.5104 | 0.6772 | 0.7474 | |
| RFfeature_category=Pds+Mnc2025.12 | 0.7506 | 0.8881 | 0.5823 | 0.8273 | 0.8092 | |
| GBfeature_category=Pds+Mnc2025.12 | 0.7636 | 0.8694 | 0.6067 | 0.828 | 0.8079 | |
| PRfeature_category=Pds+Mnc2025.12 | 0.8423 | 0.8984 | 0.0015 | 0.5954 | 0.6572 |