Motion Dynamics Modeling on MosaicMem Motion Dynamics (Dedicated Evaluation Set)
2.58Dynamic ScoreMosaicMem (full)
Evaluation results
| Method | Links | |
|---|---|---|
| MosaicMem (full)Configuration=Full Model2026.03 | 2.58 | |
| PRoPE + Warped RoPEAblation Study=Combination test2026.03 | 2.24 | |
| MosaicMem w/o PRoPEAblation Study=Exclusion test2026.03 | 2.11 | |
| PRoPE + Warped LatentAblation Study=Combination test2026.03 | 1.98 | |
| ControlMLP aloneAblation Study=Component evaluation2026.03 | 1.84 | |
| PRoPE aloneAblation Study=Component evaluation2026.03 | 1.75 | |
| CaMMemory Category=Implicit Memory2026.03 | 1.72 | |
| WorldMemMemory Category=Implicit Memory2026.03 | 1.67 | |
| VWMMemory Category=Explicit Memory2026.03 | 1.41 | |
| SEVAMemory Category=Explicit Memory2026.03 | 1.22 | |
| GEN3CMemory Category=Explicit Memory2026.03 | 1.21 | |
| VMemMemory Category=Explicit Memory2026.03 | 1.18 |