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Benchmarks
Generative Modeling on rings2d d = 1
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0.0592
W2 Distance
MAGT
0.049952
0.112376
0.1748
0.237224
Feb 23, 2026
W2 Distance
Output Percentage Out
Time
Updated 4d ago
Evaluation Results
Method
Method
Links
W2 Distance
Output Percentage Out
Time
MAGT
NFE=1
2026.02
0.0592
14.06
0.001
M-DDIM
NFE=205
2026.02
0.0613
20.14
0.615
FM
NFE=20
2026.02
0.0712
58.38
0.091
DPM++ (1s)
NFE=20
2026.02
0.1052
69.05
0.153
DPM++ (2m)
NFE=40
2026.02
0.1057
69.22
0.3
DDIM
NFE=1000
2026.02
0.1107
70.57
3.19
WGAN
NFE=1
2026.02
0.2904
73.16
0.001
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