Pathfinding on Maze hard (test)
85.3AccuracyTRM-Att (dihedral augmented)
Evaluation results
| Method | Links | |
|---|---|---|
| TRM-Att (dihedral augmented)Category=Recurrent models, # Parameters=7M2026.05 | 85.3 | |
| WONN# Parameters=0.396M, Energy Voting=true, Interactions (N)=1, Sampled trajectories=322026.05 | 80.1 | |
| WONN# Parameters=0.396M, Energy Voting=false, Interactions (N)=12026.05 | 76.2 | |
| HRMCategory=Recurrent models, # Parameters=27M2026.05 | 74.5 | |
| AKOrNattnCategory=Other synchrony-based model, # Parameters=1M2026.05 | 36.2 | |
| Deepseek R1Category=LLMs, # Parameters=671B2026.05 | 0 | |
| Claude 3.7 8KCategory=LLMs2026.05 | 0 | |
| O3-mini-highCategory=LLMs2026.05 | 0 | |
| TRM-MLP (dihedral augmented)Category=Recurrent models, # Parameters=19M2026.05 | 0 |