Planning on Two-Room (test)
100Planning Success RateDelta-JEPA
Evaluation results
| Method | Links | |
|---|---|---|
| Delta-JEPAepochs=50, visual encoder=ViT-Tiny, predictor=6-layer causal Transformer, action reconstruction weight (λ)=10.02026.06 | 100 | |
| PLDMepochs=50, visual encoder=ViT-Tiny, predictor=6-layer causal Transformer2026.06 | 93.73 | |
| Sub-JEPAepochs=50, visual encoder=ViT-Tiny, predictor=6-layer causal Transformer2026.06 | 90.6 | |
| LeWMepochs=50, visual encoder=ViT-Tiny, predictor=6-layer causal Transformer2026.06 | 74.93 |