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Table 12 Other formula-driven image datasets with Bezier Curves DataBase (BCDB) and Perlin Noise DataBase (PNDB) in addition to FractalDB (FDB).

From: Pre-Training Without Natural Images

Pre-training #img C10 C100 IN100 P30
Scratch 0 87.6 60.6 75.3 70.3
BCDB-144 144k 87.6 62.5 72.7 73.5
BCDB-1024 1.024M 89.7 68.1 73.0 73.6
PNDB-100 100k 90.9 70.2 73.0 73.3
PNDB-1296 1.296M 90.4 71.1 79.7 74.2
FDB-1k 1.0M 93.4 75.7 82.7 75.9
  1. We also list the number of pre-training image (#img)
  2. Bold values indicate top-ranked scores in the experimental results