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Instance Segmentation on MGTD real Phase 4 vs Phase 3 (val)

42.9mAP50:95 (Segm)Mask R-CNN
36.03637.81839.641.382Apr 15, 2026

Evaluation results

MethodLinks
Mask R-CNNBackbone=ResNet-50, Training Regime=Phase 4 (Distillation)2026.0442.9
Mask R-CNNBackbone=Swin-T, Training Regime=Phase 3 (Real-only)2026.0442
Mask R-CNNBackbone=ResNet-50, Training Regime=Phase 3 (Real-only)2026.0439.6
Mask R-CNNBackbone=ResNeXt-101, Training Regime=Phase 3 (Real-only)2026.0436.3