Object Detection on OGSOD 2.0 (test)
79.6mAP50ICAFusion
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ICAFusionMissing Rate (MR)=0, Protocol=Zero-filling2025.12 | 79.6 | 41.9 | |
| QDFNetMissing Rate (MR)=0, Protocol=Zero-filling2025.12 | 79.6 | 41.9 | |
| CFTMissing Rate (MR)=0, Protocol=Zero-filling2025.12 | 79 | 41.5 | |
| MMIDetMissing Rate (MR)=0, Protocol=Zero-filling2025.12 | 77.7 | 39.3 | |
| QDFNetMissing Rate (MR)=0.1, Protocol=INN reconstruction2025.12 | 76.9 | 38.3 | |
| CALNetMissing Rate (MR)=0, Protocol=Zero-filling2025.12 | 76.8 | 38.9 | |
| ICAFusionMissing Rate (MR)=0.1, Protocol=INN reconstruction2025.12 | 76.5 | 38.3 | |
| SuperyoloMissing Rate (MR)=0, Protocol=Zero-filling2025.12 | 76.4 | 39.1 | |
| QDFNetMissing Rate (MR)=0.1, Protocol=Zero-filling2025.12 | 76.2 | 38.8 | |
| ICAFusionMissing Rate (MR)=0.1, Protocol=Zero-filling2025.12 | 76 | 38.5 | |
| MMIDetMissing Rate (MR)=0.1, Protocol=INN reconstruction2025.12 | 75.6 | 38.1 | |
| TFDetMissing Rate (MR)=0, Protocol=Zero-filling2025.12 | 75.2 | 40.1 | |
| QDFNetMissing Rate (MR)=0.2, Protocol=INN reconstruction2025.12 | 75.1 | 37.2 | |
| CFTMissing Rate (MR)=0.1, Protocol=Zero-filling2025.12 | 74.1 | 37.7 | |
| MMIDetMissing Rate (MR)=0.1, Protocol=Zero-filling2025.12 | 74 | 38.1 | |
| ICAFusionMissing Rate (MR)=0.2, Protocol=INN reconstruction2025.12 | 73.4 | 37.6 | |
| CFTMissing Rate (MR)=0.1, Protocol=INN reconstruction2025.12 | 73.3 | 37 | |
| SuperyoloMissing Rate (MR)=0.1, Protocol=INN reconstruction2025.12 | 72.9 | 36 | |
| QDFNetMissing Rate (MR)=0.2, Protocol=Zero-filling2025.12 | 72.3 | 37.1 | |
| CALNetMissing Rate (MR)=0.1, Protocol=INN reconstruction2025.12 | 72.2 | 36.3 | |
| CALNetMissing Rate (MR)=0.1, Protocol=Zero-filling2025.12 | 72.1 | 36.2 | |
| SuperyoloMissing Rate (MR)=0.1, Protocol=Zero-filling2025.12 | 72.1 | 35.5 | |
| MMIDetMissing Rate (MR)=0.2, Protocol=INN reconstruction2025.12 | 71.9 | 35.9 | |
| ICAFusionMissing Rate (MR)=0.2, Protocol=Zero-filling2025.12 | 71.7 | 37 | |
| MMIDetMissing Rate (MR)=0.2, Protocol=Zero-filling2025.12 | 71.7 | 36.4 | |
| TFDetMissing Rate (MR)=0.1, Protocol=Zero-filling2025.12 | 70.1 | 39.3 | |
| TFDetMissing Rate (MR)=0.1, Protocol=INN reconstruction2025.12 | 70.1 | 39.1 | |
| QDFNetMissing Rate (MR)=0.3, Protocol=INN reconstruction2025.12 | 70.1 | 35.9 | |
| CALNetMissing Rate (MR)=0.2, Protocol=INN reconstruction2025.12 | 69.9 | 38.5 | |
| QDFNetMissing Rate (MR)=0.3, Protocol=Zero-filling2025.12 | 69.7 | 35.1 | |
| ICAFusionMissing Rate (MR)=0.3, Protocol=INN reconstruction2025.12 | 69.7 | 35.7 | |
| TFDetMissing Rate (MR)=0.2, Protocol=Zero-filling2025.12 | 69.1 | 37 | |
| TFDetMissing Rate (MR)=0.2, Protocol=INN reconstruction2025.12 | 69 | 36.8 | |
| CFTMissing Rate (MR)=0.2, Protocol=Zero-filling2025.12 | 68.9 | 35 | |
| SuperyoloMissing Rate (MR)=0.2, Protocol=Zero-filling2025.12 | 68.7 | 32.2 | |
| SuperyoloMissing Rate (MR)=0.2, Protocol=INN reconstruction2025.12 | 68.6 | 32.2 | |
| MMIDetMissing Rate (MR)=0.3, Protocol=INN reconstruction2025.12 | 68.5 | 35 | |
| QDFNetMissing Rate (MR)=0.4, Protocol=INN reconstruction2025.12 | 68.3 | 33.2 | |
| CFTMissing Rate (MR)=0.2, Protocol=INN reconstruction2025.12 | 67.7 | 33.5 | |
| MMIDetMissing Rate (MR)=0.3, Protocol=Zero-filling2025.12 | 67.6 | 32.4 | |
| CALNetMissing Rate (MR)=0.2, Protocol=Zero-filling2025.12 | 66.9 | 33.2 | |
| ICAFusionMissing Rate (MR)=0.3, Protocol=Zero-filling2025.12 | 66.9 | 35 | |
| ICAFusionMissing Rate (MR)=0.4, Protocol=INN reconstruction2025.12 | 65.9 | 32.5 | |
| CALNetMissing Rate (MR)=0.3, Protocol=INN reconstruction2025.12 | 65.8 | 34.6 | |
| CFTMissing Rate (MR)=0.3, Protocol=Zero-filling2025.12 | 65.5 | 33.1 | |
| QDFNetMissing Rate (MR)=0.4, Protocol=Zero-filling2025.12 | 65 | 33.5 | |
| QDFNetMissing Rate (MR)=0.5, Protocol=INN reconstruction2025.12 | 64.8 | 32.2 | |
| TFDetMissing Rate (MR)=0.3, Protocol=Zero-filling2025.12 | 64.4 | 36.3 | |
| CFTMissing Rate (MR)=0.3, Protocol=INN reconstruction2025.12 | 64.3 | 31.4 | |
| TFDetMissing Rate (MR)=0.3, Protocol=INN reconstruction2025.12 | 63.8 | 34.2 | |
| MMIDetMissing Rate (MR)=0.4, Protocol=INN reconstruction2025.12 | 63.6 | 31.7 | |
| SuperyoloMissing Rate (MR)=0.3, Protocol=Zero-filling2025.12 | 63 | 31.6 | |
| SuperyoloMissing Rate (MR)=0.3, Protocol=INN reconstruction2025.12 | 63 | 31.6 | |
| ICAFusionMissing Rate (MR)=0.5, Protocol=INN reconstruction2025.12 | 62 | 31.2 | |
| QDFNetMissing Rate (MR)=0.5, Protocol=Zero-filling2025.12 | 61.8 | 30.1 | |
| CALNetMissing Rate (MR)=0.3, Protocol=Zero-filling2025.12 | 61.6 | 30.5 | |
| ICAFusionMissing Rate (MR)=0.4, Protocol=Zero-filling2025.12 | 61.5 | 33.2 | |
| CALNetMissing Rate (MR)=0.4, Protocol=INN reconstruction2025.12 | 60.3 | 32.9 | |
| TFDetMissing Rate (MR)=0.4, Protocol=Zero-filling2025.12 | 59.7 | 33 | |
| TFDetMissing Rate (MR)=0.4, Protocol=INN reconstruction2025.12 | 59.7 | 31.9 | |
| CFTMissing Rate (MR)=0.4, Protocol=Zero-filling2025.12 | 59.3 | 29.8 | |
| CFTMissing Rate (MR)=0.4, Protocol=INN reconstruction2025.12 | 59.1 | 29 | |
| MMIDetMissing Rate (MR)=0.4, Protocol=Zero-filling2025.12 | 58.7 | 28.6 | |
| CALNetMissing Rate (MR)=0.4, Protocol=Zero-filling2025.12 | 58.4 | 29.8 | |
| SuperyoloMissing Rate (MR)=0.4, Protocol=Zero-filling2025.12 | 58.4 | 32.1 | |
| SuperyoloMissing Rate (MR)=0.4, Protocol=INN reconstruction2025.12 | 58.4 | 30.1 | |
| MMIDetMissing Rate (MR)=0.5, Protocol=INN reconstruction2025.12 | 58.4 | 29.4 | |
| ICAFusionMissing Rate (MR)=0.5, Protocol=Zero-filling2025.12 | 58.1 | 29.7 | |
| CALNetMissing Rate (MR)=0.5, Protocol=INN reconstruction2025.12 | 57.2 | 26 | |
| TFDetMissing Rate (MR)=0.5, Protocol=INN reconstruction2025.12 | 57.1 | 30.3 | |
| CALNetMissing Rate (MR)=0.5, Protocol=Zero-filling2025.12 | 55.7 | 27 | |
| TFDetMissing Rate (MR)=0.5, Protocol=Zero-filling2025.12 | 55.3 | 29 | |
| CFTMissing Rate (MR)=0.5, Protocol=INN reconstruction2025.12 | 55.1 | 26.4 | |
| MMIDetMissing Rate (MR)=0.5, Protocol=Zero-filling2025.12 | 52.8 | 25.3 | |
| CFTMissing Rate (MR)=0.5, Protocol=Zero-filling2025.12 | 52.6 | 24.6 | |
| SuperyoloMissing Rate (MR)=0.5, Protocol=Zero-filling2025.12 | 52.1 | 28.3 | |
| SuperyoloMissing Rate (MR)=0.5, Protocol=INN reconstruction2025.12 | 52.1 | 28.3 |