Parametric estimation of confining and interaction potentials on Boundary (test) benchmark leaderboard · SOTA2 Research

Parametric estimation of confining and interaction potentials on Boundary (test)

0.85Relative Error (∇V)Self-Test

Evaluation Results

Method	Links
Self-Test2026.04		0.85	2.55
Self-Test2026.04		1.07	2.01
Labeled MLE2026.04		1.15	11.97
Self-Test NN2026.04		1.41	4.6
Self-Test2026.04		1.46	31.02
Self-Test2026.04		1.58	40.26
Self-Test NN2026.04		1.6	4.8
Self-Test2026.04		1.72	1.69
Self-Test NN2026.04		1.76	3.32
Self-Test NN2026.04		1.91	40.4
Self-Test2026.04		2.01	3.86
Self-Test NN2026.04		2.34	3.43
Labeled MLE2026.04		2.67	15.85
Self-Test NN2026.04		2.7	4.96
Labeled MLE2026.04		2.77	5.61
Self-Test NN2026.04		2.96	2.95
Labeled MLE2026.04		3.57	92.15
Self-Test NN2026.04		3.64	8.77
Self-Test NN2026.04		3.83	26.7
Sinkhorn2026.04		4.13	8
Labeled MLE2026.04		4.53	99.4
Sinkhorn2026.04		4.53	99.4
Sinkhorn2026.04		4.82	8.87
Self-Test NN2026.04		5.91	6.78
Self-Test2026.04		6.19	185
Sinkhorn2026.04		6.3	14.42
Labeled MLE2026.04		6.7	12.98
Self-Test NN2026.04		7.84	24.6
Self-Test2026.04		8.05	33.42
Self-Test2026.04		8.88	13.89
Self-Test2026.04		9.07	10.01
Self-Test NN2026.04		10.8	125
Labeled MLE2026.04		13.06	31.3
Self-Test2026.04		13.34	21.75
Sinkhorn2026.04		13.58	271
Self-Test2026.04		15.36	39.68
Sinkhorn2026.04		18.23	59.31
Labeled MLE2026.04		21.05	52.63
Labeled MLE2026.04		21.58	24.75
Labeled MLE2026.04		25.46	55.12
Sinkhorn2026.04		25.46	55.12
Sinkhorn2026.04		31.32	95.89
Labeled MLE2026.04		32.19	78.79
Sinkhorn2026.04		33.88	38.51
Sinkhorn2026.04		34.74	719
Labeled MLE2026.04		47.51	100
Sinkhorn2026.04		49.72	101
Sinkhorn2026.04		59.21	1,258