Instance Segmentation on NYUD IS v2
35.8APsegIAM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| IAMArchitecture=SOLQ, Variant=Ours2025.01 | 35.8 | 57.1 | 38.4 | 3.7 | 26.2 | 46 | |
| SA-GateArchitecture=SOLQ, Fusion=SA-Gate2025.01 | 35.4 | 56.1 | 38.1 | 3.8 | 25.1 | 46.2 | |
| IntraArchitecture=SOLQ, Fusion=Intra Fusion2025.01 | 35.3 | 56 | 37.6 | 3.6 | 23.9 | 46.9 | |
| InterArchitecture=SOLQ, Fusion=Inter Fusion2025.01 | 35.1 | 55.5 | 37.4 | 4.5 | 23.5 | 45.6 | |
| LateArchitecture=SOLQ, Fusion=Late Fusion2025.01 | 34.9 | 55.5 | 37.5 | 5.6 | 21.5 | 46.5 | |
| RGBArchitecture=SOLQ, Fusion=RGB-only2025.01 | 33.1 | 52.8 | 34.7 | 3.2 | 20.6 | 44.5 | |
| CMXArchitecture=SOLQ, Fusion=CMX2025.01 | 32.5 | 55.3 | 34.6 | 4.6 | 20.4 | 43.4 | |
| IAMArchitecture=DETR, Variant=Ours2025.01 | 32.3 | 54.3 | 32.9 | 6.2 | 20 | 42.2 | |
| LateArchitecture=DETR, Fusion=Late Fusion2025.01 | 31.9 | 53.9 | 32.5 | 5.2 | 19.5 | 41.7 | |
| CMXArchitecture=DETR, Fusion=CMX2025.01 | 31.4 | 54.2 | 31.9 | 4.6 | 20.7 | 40.4 | |
| RGBArchitecture=DETR, Fusion=RGB-only2025.01 | 31.2 | 53.8 | 31.7 | 5.3 | 18.9 | 41.1 | |
| SA-GateArchitecture=DETR, Fusion=SA-Gate2025.01 | 30.7 | 52.5 | 31.2 | 4.2 | 19.2 | 40.2 | |
| InterArchitecture=DETR, Fusion=Inter Fusion2025.01 | 30.1 | 52.3 | 30.4 | 3.8 | 19 | 39.4 | |
| IntraArchitecture=DETR, Fusion=Intra Fusion2025.01 | 29.5 | 51.6 | 29.4 | 5.7 | 18.2 | 38.9 | |
| EarlyArchitecture=SOLQ, Fusion=Early Fusion2025.01 | 28.6 | 47.8 | 29.9 | 2.5 | 16.3 | 38.9 | |
| EarlyArchitecture=DETR, Fusion=Early Fusion2025.01 | 25.6 | 45.4 | 25.9 | 4.1 | 14.6 | 34.3 |