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. 2022 Jul 5;9:931949. doi: 10.3389/fmolb.2022.931949

TABLE 3.

Classification performance of FSCC and SOTA methods on the synthetic dataset. The classification performance is measured by the F1 score, followed by the number of labeled training macromolecules in parentheses.

PDB ID SHREC19 SHREC21
1u6g 3cf3 3gl1 3qm1 4d8q avg. F1 1u6g 3cf3 3gl1 3qm1 4v49 avg. F1
SHREC-SOTA 0.52 (1556) 0.78 (1689) 0.31 (1539) 0.19 (1509) 0.95 (1556) 0.55 0.73 (1268) 0.96 (1182) 0.51 (1200) 0.48 (1148) 0.97 (1376) 0.73
5-way-5-shot (FSCC) 0.70 (5) 0.93 (5) 0.47 (5) 0.69 (5) 0.99 (5) 0.75 0.65 (5) 0.97 (5) 0.38 (5) 0.79 (5) 0.97 (5) 0.75
5-way-1-shot (FSCC) 0.59 (1) 0.88 (1) 0.39 (1) 0.66 (1) 0.99 (1) 0.70 0.48 (1) 0.89 (1) 0.37 (1) 0.65 (1) 0.93 (1) 0.66