Downstream Property Prediction on MOVi-C
0.01Position ErrorCODA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CODASlot Representation=Frozen, Predictor=2-layer MLP, Matching=Hungarian2026.01 | 0.01 | 2.11 | 74.12 | |
| LSDrepresentation=frozen slots, probe=linear heads / 2-layer MLP2023.03 | 1.14 | 1.44 | 46.11 | |
| LSDSlot Representation=Frozen, Predictor=2-layer MLP, Matching=Hungarian2026.01 | 1.14 | 1.44 | 46.11 | |
| SLATE+representation=frozen slots, probe=linear heads / 2-layer MLP2023.03 | 1.28 | 1.44 | 45.32 | |
| SLATE+Slot Representation=Frozen, Predictor=2-layer MLP, Matching=Hungarian2026.01 | 1.28 | 1.44 | 45.32 | |
| SLATErepresentation=frozen slots, probe=linear heads / 2-layer MLP2023.03 | 1.37 | 1.48 | 42.45 | |
| SLATESlot Representation=Frozen, Predictor=2-layer MLP, Matching=Hungarian2026.01 | 1.37 | 1.48 | 42.45 |