Instance Segmentation on MSCOCO 2017 (minival)
40.2AP (Mask)DS-Net-S*
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DS-Net-S*Detector=Mask R-CNN, Params(M)=43.22021.05 | 40.2 | 24 | 43.4 | 54.7 | — | — | |
| Swin-TDetector=Mask R-CNN, Params(M)=482021.05 | 39.8 | 24.2 | 43.1 | 54.6 | — | — | |
| Teacher (3x)Detector=CondInst [41], FPS=16.8, Number of Parameters=53.5M2021.10 | 39.8 | 19.4 | 43.5 | 58.3 | 61.4 | 42.6 | |
| ICD (+ Ours †)Detector=CondInst [41], FPS=21.3, Number of Parameters=34.1M, inheriting strategy=true2021.10 | 39.1 | 19.1 | 42.6 | 57 | 60.5 | 42 | |
| Teacher (3x)Detector=SOLOv2 [46], FPS=16.6, Number of Parameters=65.5M2021.10 | 39 | 16.2 | 43.1 | 58.2 | 59.4 | 41.9 | |
| Teacher (3x)Detector=Mask R-CNN [16], FPS=17.5, Number of Parameters=63.3M2021.10 | 38.6 | 19.5 | 41.3 | 55.3 | 60.4 | 41.3 | |
| ICD (+ Ours †)Detector=SOLOv2 [46], FPS=21.4, Number of Parameters=46.5M, inheriting strategy=true2021.10 | 38.5 | 15.9 | 42.3 | 58.9 | 59 | 41.2 | |
| ICD (+ Ours)Detector=CondInst [41], FPS=21.3, Number of Parameters=34.1M2021.10 | 37.8 | 17.5 | 41.4 | 54.7 | 59.1 | 40.4 | |
| ICD (+ Ours †)Detector=Mask R-CNN [16], FPS=22.9, Number of Parameters=44.3M, inheriting strategy=true2021.10 | 37.4 | 19.1 | 39.8 | 53.7 | 58.7 | 40.1 | |
| ICD (+ Ours)Detector=SOLOv2 [46], FPS=21.4, Number of Parameters=46.5M2021.10 | 37.2 | 14.8 | 40.7 | 57 | 57.6 | 39.8 | |
| ICD (+ Ours)Detector=Mask R-CNN [16], FPS=22.9, Number of Parameters=44.3M2021.10 | 36.7 | 18.4 | 38.9 | 52.5 | 58 | 39.2 | |
| Student (1x)Detector=CondInst [41], FPS=21.3, Number of Parameters=34.1M2021.10 | 35.7 | 16.8 | 39.1 | 50.3 | 56.7 | 37.7 | |
| Student (1x)Detector=Mask R-CNN [16], FPS=22.9, Number of Parameters=44.3M2021.10 | 35.2 | 17.2 | 37.7 | 50.3 | 56.3 | 37.5 | |
| ResNet-50Detector=Mask R-CNN, Params(M)=44.22021.05 | 34.7 | 18.3 | 37.4 | 47.2 | — | — | |
| StudentDetector=SOLOv2 [46], FPS=21.4, Number of Parameters=46.5M2021.10 | 34.6 | 13.2 | 37.9 | 53.3 | 54.7 | 36.9 |