Mask-based video object insertion on Internal (test)
103.09MSEPoint2Insert
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Point2InsertMethod Category=Mask-based, Model Size=1.3B2026.02 | 103.09 | 2.59 | 35.72 | 0.9694 | 0.0202 | 24.53 | 23.11 | 99.27 | 0.0032 | |
| SenoritaMethod Category=Mask-based, Model Size=5B+12B2026.02 | 106.35 | 4.78 | 30.91 | 0.9445 | 0.0425 | 24.66 | 22.91 | 99.31 | 0.0034 | |
| VaceMethod Category=Mask-based, Model Size=1.3B+0.3B2026.02 | 164.84 | 3.74 | 32.18 | 0.9566 | 0.0325 | 24.32 | 22.73 | 99.11 | 0.0049 | |
| VideoPainterMethod Category=Mask-based, Model Size=5B+12B2026.02 | 205.24 | 4.31 | 29.24 | 0.952 | 0.0384 | 24.52 | 23.14 | 99.26 | 0.0039 | |
| VideoCoFMethod Category=Instruction-based, Model Size=14B2026.02 | 442.63 | 9.73 | 25.58 | 0.9171 | 0.0723 | 23.38 | 22.06 | 99.15 | 0.0029 | |
| LucyMethod Category=Instruction-based, Model Size=5B2026.02 | 662.92 | 9.18 | 27.85 | 0.9017 | 0.0766 | 23.15 | 21.74 | 99.08 | 0.0057 | |
| UniVideoMethod Category=Instruction-based, Model Size=13B+7B2026.02 | 813.82 | 13.94 | 21.27 | 0.732 | 0.1092 | 23.76 | 22.66 | 99.18 | 0.0037 | |
| ICVEMethod Category=Instruction-based, Model Size=13B2026.02 | 2,998.15 | 35.64 | 20.1 | 0.7993 | 0.1406 | 23.83 | 22.32 | 99.2 | 0.0074 | |
| DittoMethod Category=Instruction-based, Model Size=14B2026.02 | 7,877.31 | 70.03 | 12.07 | 0.6286 | 0.376 | 16.82 | 17.53 | 99.32 | 0.0041 |