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ResearchFormerly WizWand

Video Instance Segmentation on DAVIS 2017 480p (train-val)

0.9807Mean IoUSAMannot
0.7379640.8009820.8640.927018Jan 16, 2026
Updated 8mo ago

Evaluation results

MethodLinks
SAMannotSequence name=Rhino, Frames (#)=90, Instances (#)=1, All masks (#)=90, Resolution=480p2026.010.98070.99020.9968
SAMannotSequence name=Cows, Frames (#)=104, Instances (#)=1, All masks (#)=104, Resolution=480p2026.010.9710.98530.9966
SAMannotSequence name=Bear, Frames (#)=82, Instances (#)=1, All masks (#)=82, Resolution=480p2026.010.97030.98490.9966
SAMannotSequence name=Camel, Frames (#)=90, Instances (#)=1, All masks (#)=90, Resolution=480p2026.010.96910.98430.9962
SAMannotSequence name=Dog, Frames (#)=60, Instances (#)=1, All masks (#)=60, Resolution=480p2026.010.9640.98170.996
SAMannotSequence name=Breakdance, Frames (#)=84, Instances (#)=1, All masks (#)=84, Resolution=480p2026.010.95930.97920.9963
SAMannotSequence name=Breakdance-flare, Frames (#)=71, Instances (#)=1, All masks (#)=71, Resolution=480p2026.010.95860.97890.9974
SAMannotSequence name=Tuk-tuk, Frames (#)=59, Instances (#)=3, All masks (#)=177, Resolution=480p2026.010.95150.97470.9783
SAMannotSequence name=Blackswan, Frames (#)=50, Instances (#)=1, All masks (#)=50, Resolution=480p2026.010.95060.97460.995
SAMannotSequence name=Cat-girl, Frames (#)=89, Instances (#)=2, All masks (#)=178, Resolution=480p2026.010.9460.97220.9838
SAMannotSequence name=Night-race, Frames (#)=46, Instances (#)=2, All masks (#)=83, Resolution=480p2026.010.94450.96560.9973
SAMannotSequence name=Bus, Frames (#)=80, Instances (#)=1, All masks (#)=80, Resolution=480p2026.010.92950.96260.9883
SAMannotSequence name=Train, Frames (#)=80, Instances (#)=4, All masks (#)=320, Resolution=480p2026.010.9290.96310.9877
SAMannotSequence name=Classic-car, Frames (#)=63, Instances (#)=3, All masks (#)=189, Resolution=480p2026.010.92650.95790.9879
SAMannotSequence name=Color-run, Frames (#)=84, Instances (#)=3, All masks (#)=217, Resolution=480p2026.010.92520.95790.9695
SAMannotSequence name=Average, Frames (#)=76, All masks (#)=172, Resolution=480p2026.010.91850.95120.9893
SAMannotSequence name=Boxing-fisheye, Frames (#)=87, Instances (#)=3, All masks (#)=261, Resolution=480p2026.010.90990.95220.9948
SAMannotSequence name=Bike-packing, Frames (#)=69, Instances (#)=2, All masks (#)=138, Resolution=480p2026.010.90260.94820.9825
SAMannotSequence name=Pigs, Frames (#)=79, Instances (#)=3, All masks (#)=237, Resolution=480p2026.010.89140.92780.9885
SAMannotSequence name=Sheep, Frames (#)=68, Instances (#)=5, All masks (#)=340, Resolution=480p2026.010.83610.89450.9951
SAMannotSequence name=Boat, Frames (#)=75, Instances (#)=1, All masks (#)=75, Resolution=480p2026.010.82430.90360.9882
SAMannotSequence name=Drone, Frames (#)=91, Instances (#)=4, All masks (#)=298, Resolution=480p2026.010.81880.86490.9627
SAMannotSequence name=Schoolgirls, Frames (#)=80, Instances (#)=7, All masks (#)=560, Resolution=480p2026.010.74730.82140.9896