Instance Matting on HIM2K Natural benchmark leaderboard · SOTA2 Research

Instance Matting on HIM2K Natural

24.22IMQmadMaskRCNN

Evaluation Results

Method	Links
MaskRCNN2022.05		24.22	33.74	2.27	26.65
MRCNN2026.01		24.22	33.74	2.27	26.65
MaskRCNN + FBA2022.05		34.81	48.32	36.29	37.23
FBA2026.01		34.81	48.32	36.29	37.23
MaskRCNN + GCA2022.05		45.72	61.4	44.77	48.81
GCA2026.01		45.72	61.4	44.77	48.81
MaskRCNN + SIM2022.05		54.43	66.67	49.56	58.12
SIM2026.01		54.43	66.67	49.56	58.12
MaskRCNN + MaskGuided2022.05		57.98	71.12	66.53	60.86
MGM2026.01		57.98	71.12	66.53	60.86
SAM2026.01		61.15	74.01	13.64	65.85
MaskRCNN + CascadePSP2022.05		64.58	74.66	60.02	67.2
MAM2026.01		69.83	82.52	52.26	73.54
InstMatt2022.05		70.26	81.34	74.9	72.6
InstM2026.01		70.26	81.34	74.9	72.6
SAMA2026.01		71.06	86.77	69.92	74.32