Video Instance Segmentation on DAVIS 2017 480p (train-val)
0.9807Mean IoUSAMannot
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SAMannotSequence name=Rhino, Frames (#)=90, Instances (#)=1, All masks (#)=90, Resolution=480p2026.01 | 0.9807 | 0.9902 | 0.9968 | |
| SAMannotSequence name=Cows, Frames (#)=104, Instances (#)=1, All masks (#)=104, Resolution=480p2026.01 | 0.971 | 0.9853 | 0.9966 | |
| SAMannotSequence name=Bear, Frames (#)=82, Instances (#)=1, All masks (#)=82, Resolution=480p2026.01 | 0.9703 | 0.9849 | 0.9966 | |
| SAMannotSequence name=Camel, Frames (#)=90, Instances (#)=1, All masks (#)=90, Resolution=480p2026.01 | 0.9691 | 0.9843 | 0.9962 | |
| SAMannotSequence name=Dog, Frames (#)=60, Instances (#)=1, All masks (#)=60, Resolution=480p2026.01 | 0.964 | 0.9817 | 0.996 | |
| SAMannotSequence name=Breakdance, Frames (#)=84, Instances (#)=1, All masks (#)=84, Resolution=480p2026.01 | 0.9593 | 0.9792 | 0.9963 | |
| SAMannotSequence name=Breakdance-flare, Frames (#)=71, Instances (#)=1, All masks (#)=71, Resolution=480p2026.01 | 0.9586 | 0.9789 | 0.9974 | |
| SAMannotSequence name=Tuk-tuk, Frames (#)=59, Instances (#)=3, All masks (#)=177, Resolution=480p2026.01 | 0.9515 | 0.9747 | 0.9783 | |
| SAMannotSequence name=Blackswan, Frames (#)=50, Instances (#)=1, All masks (#)=50, Resolution=480p2026.01 | 0.9506 | 0.9746 | 0.995 | |
| SAMannotSequence name=Cat-girl, Frames (#)=89, Instances (#)=2, All masks (#)=178, Resolution=480p2026.01 | 0.946 | 0.9722 | 0.9838 | |
| SAMannotSequence name=Night-race, Frames (#)=46, Instances (#)=2, All masks (#)=83, Resolution=480p2026.01 | 0.9445 | 0.9656 | 0.9973 | |
| SAMannotSequence name=Bus, Frames (#)=80, Instances (#)=1, All masks (#)=80, Resolution=480p2026.01 | 0.9295 | 0.9626 | 0.9883 | |
| SAMannotSequence name=Train, Frames (#)=80, Instances (#)=4, All masks (#)=320, Resolution=480p2026.01 | 0.929 | 0.9631 | 0.9877 | |
| SAMannotSequence name=Classic-car, Frames (#)=63, Instances (#)=3, All masks (#)=189, Resolution=480p2026.01 | 0.9265 | 0.9579 | 0.9879 | |
| SAMannotSequence name=Color-run, Frames (#)=84, Instances (#)=3, All masks (#)=217, Resolution=480p2026.01 | 0.9252 | 0.9579 | 0.9695 | |
| SAMannotSequence name=Average, Frames (#)=76, All masks (#)=172, Resolution=480p2026.01 | 0.9185 | 0.9512 | 0.9893 | |
| SAMannotSequence name=Boxing-fisheye, Frames (#)=87, Instances (#)=3, All masks (#)=261, Resolution=480p2026.01 | 0.9099 | 0.9522 | 0.9948 | |
| SAMannotSequence name=Bike-packing, Frames (#)=69, Instances (#)=2, All masks (#)=138, Resolution=480p2026.01 | 0.9026 | 0.9482 | 0.9825 | |
| SAMannotSequence name=Pigs, Frames (#)=79, Instances (#)=3, All masks (#)=237, Resolution=480p2026.01 | 0.8914 | 0.9278 | 0.9885 | |
| SAMannotSequence name=Sheep, Frames (#)=68, Instances (#)=5, All masks (#)=340, Resolution=480p2026.01 | 0.8361 | 0.8945 | 0.9951 | |
| SAMannotSequence name=Boat, Frames (#)=75, Instances (#)=1, All masks (#)=75, Resolution=480p2026.01 | 0.8243 | 0.9036 | 0.9882 | |
| SAMannotSequence name=Drone, Frames (#)=91, Instances (#)=4, All masks (#)=298, Resolution=480p2026.01 | 0.8188 | 0.8649 | 0.9627 | |
| SAMannotSequence name=Schoolgirls, Frames (#)=80, Instances (#)=7, All masks (#)=560, Resolution=480p2026.01 | 0.7473 | 0.8214 | 0.9896 |