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Benchmarks
Goal-reaching Planning on PushT Long-Horizon (50 steps)
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60
Success Rate
P3 long-to-short (Kmax=3)
1.0632
16.3641
31.665
46.9659
Mar 12, 2026
Mar 28, 2026
Apr 14, 2026
Apr 30, 2026
May 17, 2026
Jun 2, 2026
Jun 19, 2026
Success Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate
P3 long-to-short (Kmax=3)
strategy=long-to-short...
2026.06
60
P1 fixed k*=5
strategy=fixed, chunk...
2026.06
56
P1 fixed k*=3
strategy=fixed, chunk...
2026.06
52
P2 random (Kmax=5)
strategy=random, K_max=5
2026.06
52
P3 long-to-short (Kmax=5)
strategy=long-to-short...
2026.06
48
LeWM (base, k=1)
chunk size=1
2026.06
46
DINO-WM + ResNet (Temporal Straightening)
L_curv=✓, Planning Pro...
2026.03
33.33
DINO-WM + ResNet
L_curv=✗, Planning Pro...
2026.03
29.33
DINO-WM
L_curv=–, Planning Pro...
2026.03
27.33
DINO-WM + Channel Proj
L_curv=✗, Planning Pro...
2026.03
26.67
DINO-WM + Channel Proj (Temporal Straightening)
L_curv=✓, Planning Pro...
2026.03
24
DINO-WM + Channel Proj (Temporal Straightening)
L_curv=✓, Planning Pro...
2026.03
13.33
DINO-WM + ResNet
L_curv=✗, Planning Pro...
2026.03
13.33
DINO-WM + ResNet (Temporal Straightening)
L_curv=✓, Planning Pro...
2026.03
10.67
DINO-WM + Channel Proj
L_curv=✗, Planning Pro...
2026.03
6.67
DINO-WM
L_curv=–, Planning Pro...
2026.03
3.33
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