diff --git a/docs/source/getting_started/benchmarks.rst b/docs/source/getting_started/benchmarks.rst index 7307679b5..5d7b15fea 100644 --- a/docs/source/getting_started/benchmarks.rst +++ b/docs/source/getting_started/benchmarks.rst @@ -41,6 +41,7 @@ See the `benchmarking scripts `_", "`link `_" "SwAV", "Res50", "256", "100", "67.2", "88.1", "75.4", "92.7", "49.5", "78.6", "`link `_", "`link `_" "VICReg", "Res50", "256", "100", "63.0", "85.4", "73.7", "91.9", "46.3", "75.2", "`link `_", "`link `_"` + *\*We use square root learning rate scaling instead of linear scaling as it yields better results for smaller batch sizes. See Appendix B.1 in SimCLR paper.*