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ResearchFormerly WizWand

Instance Segmentation on MARIS (in-domain)

56.71mAPMARIS (vitl)
38.56243.273547.98552.6965Oct 17, 2025
Updated 7mo ago

Evaluation results

MethodLinks
MARIS (vitl)Backbone=ConvNext-L, FLOPS=878G, Trainable Params.=23.09M, FPS=6.492025.1056.71
MARIS (vitb)Backbone=ConvNext-L, FLOPS=522G, Trainable Params.=22.82M, FPS=8.202025.1055.22
MARIS (vits)Backbone=ConvNext-L, FLOPS=416G, Trainable Params.=22.33M, FPS=8.852025.1054.22
MAFT+Backbone=ConvNext-L, FLOPS=368G, Trainable Params.=223.22M, FPS=9.522025.1053.41
MARIS (vitb)Backbone=ConvNext-B, FLOPS=365G, Trainable Params.=22.51M, FPS=9.902025.1044.54
MARIS (vitl)Backbone=ConvNext-B, FLOPS=721G, Trainable Params.=22.77M, FPS=7.522025.1044.37
MARIS (vits)Backbone=ConvNext-B, FLOPS=259G, Trainable Params.=22.12M, FPS=10.532025.1042.36
MAFT+Backbone=ConvNext-B, FLOPS=210G, Trainable Params.=108.66M, FPS=12.202025.1040.08
OVSegFLOPS=1.84T, Trainable Params.=408.55M2025.1039.26
OVSegFLOPS=1.84T, Trainable Params.=408.55M2025.1039.26