Table 1.

Comparison between LEAP and FREAD for the FREAD dataset.

Loop Length	The average (median) of 30 loops
	FREADa	The average of 10 predictions by LEAP	The lowest-energy prediction of 10 by LEAP
4	1.29	0.40 (0.23)	0.39 (0.23)
5	2.19	0.43 (0.30)	0.40 (0.27)
6	1.79	0.55 (0.37)	0.49 (0.33)
7	2.53	0.79 (0.45)	0.69 (0.38)
8	2.88	0.98 (0.74)	0.68 (0.56)
9	3.08	1.20 (0.89)	0.93 (0.69)
10	4.25	1.76 (1.07)	1.44 (0.84)
11	4.55	2.56 (1.42)	2.24 (1.08)
12	3.99	3.68 (2.92)	3.14 (2.52)
13	5.54	3.37 (3.12)	2.91 (2.62)
14	6.07	5.10 (4.31)	4.44 (3.70)
15	6.41	5.16 (4.30)	4.58 (4.16)
16	7.50	5.33 (4.68)	4.90 (4.43)
17	7.84	6.84 (6.27)	5.66 (5.50)
18	5.48	7.60 (6.86)	6.53 (6.30)
19	7.67	7.04 (6.52)	5.87 (4.64)
20	7.64	9.01 (8.53)	8.21 (7.82)

^aThe results were obtained from ref.³⁹