Semantic Change Detection on Hi-UCD mini
32.6Ground IoUOpenDPR-W
Evaluation Results
| Method | Links | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OpenDPR-WInference Protocol=Per-class Inference2026.03 | 32.6 | 4.4 | 8.4 | 49.2 | 34.2 | 51 | 12.9 | 22.8 | 21.6 | 35.5 | — | — | 29 | 44.9 | 3.3 | 6.4 | 17.3 | 27.3 | |
| OpenDPR-WInference Protocol=Multi-class Inference2026.03 | 28.5 | 4.7 | 8.9 | 44.3 | 41.9 | 59 | 24.7 | 39.6 | 23.2 | 37.6 | — | — | 31.8 | 48.2 | 2.9 | 5.6 | 19.7 | 30.4 | |
| OpenDPRInference Protocol=Per-class Inference2026.03 | 26.6 | 2.9 | 5.5 | 42.1 | 26.5 | 41.8 | 15.1 | 26.2 | 18.2 | 30.8 | — | — | 24.2 | 39 | 1.7 | 3.4 | 14.4 | 23.6 | |
| OpenDPRInference Protocol=Multi-class Inference2026.03 | 24.4 | 5.1 | 9.8 | 39.2 | 34 | 50.8 | 29 | 45 | 18 | 30.5 | — | — | 27.8 | 43.5 | 1.9 | 3.6 | 17.5 | 27.8 | |
| M-C-IInference Protocol=Multi-class Inference, Inference Variant=MP2026.03 | 24 | 2.5 | 5 | 38.7 | 23.8 | 38.4 | 9.5 | 17.4 | 23.3 | 37.7 | — | — | 27.8 | 43.5 | — | — | 13.9 | 22.6 | |
| M-C-IInference Protocol=Multi-class Inference, Inference Variant=SP2026.03 | 21.4 | — | — | 35.2 | 21.6 | 35.5 | 11.9 | 21.3 | 21.1 | 34.8 | — | — | 3 | 5.9 | — | — | 9.9 | 16.6 | |
| M-C-IInference Protocol=Per-class Inference2026.03 | 21 | 2.6 | 5 | 34.8 | 22.7 | 37.1 | 8.9 | 16.3 | 22.3 | 36.5 | — | — | 26.5 | 41.9 | — | — | 13 | 21.5 | |
| I-M-CInference Protocol=Per-class Inference2026.03 | 9.2 | 10 | 18.1 | 16.8 | 35.1 | 52 | — | — | 18.6 | 31.3 | — | — | — | — | — | — | 9.1 | 14.8 |