Change Detection On Levir Cd
Metriken
F1
F1-score
IoU
Overall Accuracy
Precision
Recall
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Vergleichstabelle
| Modellname | F1 | F1-score | IoU | Overall Accuracy | Precision | Recall |
|---|---|---|---|---|---|---|
| change-guiding-network-incorporating-change | 92.01 | 92.01 | 85.21 | 99.20 | 93.15 | 90.90 |
| rethinking-remote-sensing-change-detection | 90.66 | - | 82.92 | 99.06 | 92.01 | 89.35 |
| changer-feature-interaction-is-what-you-need | 92.33 | - | 85.76 | - | - | - |
| c2f-semicd-a-coarse-to-fine-semi-supervised | 91.83 | 99.18 | 93.69 | 90.04 | 84.89 | 91.40 |
| exchanging-dual-encoder-decoder-a-new | - | 0.9233 | - | - | - | - |
| time-travelling-pixels-bitemporal-features | 92.1 | - | 85.6 | 99.2 | 93.0 | 91.7 |
| mtp-advancing-remote-sensing-foundation-model | 92.67 | - | - | - | - | - |
| exchanging-dual-encoder-decoder-a-new | - | 0.91 | - | - | - | - |
| frequency-temporal-attention-network-for-1 | 90.51 | - | 82.78 | - | 92.41 | 88.82 |
| lwganet-a-lightweight-group-attention | 92.42 | 92.42 | 85.90 | - | 93.25 | - |
| remote-sensing-change-detection-segmentation | 90.91 | - | - | 99.09 | - | - |
| hcgmnet-a-hierarchical-change-guiding-map | 91.77 | 91.77 | 84.79 | 99.18 | 92.96 | 90.61 |
| changer-feature-interaction-is-what-you-need | 91.77 | - | 84.80 | - | - | - |
| transition-is-a-process-pair-to-video-change | 91.94 | - | - | - | - | - |
| bifa-remote-sensing-image-change-detection | 90.69 | - | 82.96 | 99.06 | 91.52 | 89.86 |
| src-net-bi-temporal-spatial-relationship | 92.24 | 92.24 | 85.60 | - | - | - |
| exchanging-dual-encoder-decoder-a-new | - | 0.9193 | - | - | - | - |
| change-is-everywhere-single-temporal | 91.25 | - | 83.92 | - | - | - |
| mtp-advancing-remote-sensing-foundation-model | 92.54 | - | - | - | - | - |
| changeclip-remote-sensing-change-detection | 92.01 | - | 85.20 | 99.20 | 93.40 | 90.67 |
| lsknet-a-foundation-lightweight-backbone-for | 92.27 | 92.27 | 85.65 | - | 93.34 | 91.23 |
| hanet-a-hierarchical-attention-network-for | 90.28 | 90.28 | 82.27 | 99.02 | 91.21 | 89.36 |
| mtp-advancing-remote-sensing-foundation-model | 92.22 | - | - | - | - | - |
| a-transformer-based-siamese-network-for | 90.4 | - | 82.48 | 99.04 | - | - |
| changer-feature-interaction-is-what-you-need | 92.19 | - | 85.51 | - | - | - |