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Benchmarks
Grid Navigation on 1D Grid Navigation 64/32/0.2 (OOD-dense D)
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100
Accuracy
MapWM-r1
16.8
38.4
60
81.6
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
99
RoPE
Layers=4, Heads=2, h=64
2025.11
97
TAPE
Layers=4, Heads=2, h=64
2025.11
96
CoPE
Layers=4, Heads=2, h=64
2025.11
91
CoPE
Layers=1, Heads=1, h=64
2025.11
71
RoPE
Layers=1, Heads=1, h=64
2025.11
40
TAPE
Layers=1, Heads=1, h=64
2025.11
40
MapEM-o
Layers=1, Heads=1, h=64
2025.11
20
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