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Benchmarks
Grid Navigation on 1D Grid Navigation OOD-sparse S 256/128/0.8
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100
Accuracy
MapWM-r1
8.48
32.24
56
79.76
Nov 24, 2025
Accuracy
Updated 22d ago
Evaluation Results
Method
Method
Links
Accuracy
MapWM-r1
Layers=1, Heads=1, Ran...
2025.11
100
MapWM-r2
Layers=1, Heads=1, Ran...
2025.11
100
MapEM-os
Layers=1, Heads=1, h=64
2025.11
100
MapEM-s
Layers=1, Heads=1, h=64
2025.11
100
PathAtt
Layers=1, Heads=1, h=64
2025.11
98
RoPE
Layers=4, Heads=2, h=64
2025.11
70
TAPE
Layers=4, Heads=2, h=64
2025.11
67
CoPE
Layers=4, Heads=2, h=64
2025.11
65
CoPE
Layers=1, Heads=1, h=64
2025.11
47
RoPE
Layers=1, Heads=1, h=64
2025.11
16
TAPE
Layers=1, Heads=1, h=64
2025.11
15
MapEM-o
Layers=1, Heads=1, h=64
2025.11
12
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