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Benchmarks
Particle Sampling on DW-4
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0.162
Total Variation (TV)
SGLD
0.14724
0.24687
0.3465
0.44613
Jun 24, 2026
Total Variation (TV)
Endpoint Distance (Edist)
Mean Error (E¯)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Total Variation (TV)
Endpoint Distance (Edist)
Mean Error (E¯)
SGLD
Guidance type=Baselines
2026.06
0.162
0.184
22.17
ETD-SR-Euc
Guidance type=Score-gu...
2026.06
0.173
0.256
21.9
ETD-UB-Maha
Guidance type=Score-gu...
2026.06
0.181
0.361
21.97
ETD-UB-Euc
Guidance type=Score-gu...
2026.06
0.183
0.346
21.58
ETD-UB-Euc
Guidance type=Score-free
2026.06
0.193
0.587
22.24
ETD-UB-Mom
Guidance type=Score-free
2026.06
0.21
0.923
23
SVGD
Guidance type=Baselines
2026.06
0.216
0.233
22.29
ETD-BAL-Maha
Guidance type=Score-free
2026.06
0.218
1.34
22.64
AGF-SVGD*
Guidance type=Baselines
2026.06
0.531
0.616
2.97
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