Change Detection on VL-CMU-CD 1 (test)
76Aligned F1Robust Scene Change Detection
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Robust Scene Change DetectionBackbone=DinoV22024.09 | 76 | — | — | 76.1 | 59.7 | 6.64 | |
| C-3POBackbone=Resnet-182024.09 | 72.1 | — | — | 72.8 | 46.5 | 5.02 | |
| Robust Scene Change DetectionBackbone=Resnet-182024.09 | 67.9 | — | — | 67.9 | 45.3 | 3.82 | |
| oursBackbone=DinoV2 (frozen), Fine-tuning=PSCD2024.09 | 64.9 | 60.4 | 58 | 60.6 | 36.6 | — | |
| CDNetBackbone=U-net2024.09 | 61.3 | — | — | 62.3 | — | 5.53 | |
| DR-TANetBackbone=Resnet-182024.09 | 57.7 | — | — | 58.1 | 36.5 | 6.79 | |
| TransCDBackbone=Resnet-182024.09 | 48.7 | — | — | 49.2 | — | 4.48 | |
| C-3POBackbone=Resnet-18, Fine-tuning=PSCD2024.09 | 46.5 | 39.1 | 36.7 | 40 | 29.3 | — | |
| oursBackbone=Resnet-18, Fine-tuning=PSCD2024.09 | 40 | 38.3 | 37.4 | 38.4 | 29.9 | — | |
| DR-TANetBackbone=Resnet-18, Fine-tuning=PSCD2024.09 | 39 | 36.6 | 35.4 | 36.7 | 21.1 | — |