diff --git a/.github/workflows/rust.yml b/.github/workflows/rust.yml
index 631763994a8..20392efa510 100644
--- a/.github/workflows/rust.yml
+++ b/.github/workflows/rust.yml
@@ -287,10 +287,8 @@ jobs:
           export ARROW_TEST_DATA=$(pwd)/testing/data
           export PARQUET_TEST_DATA=$(pwd)/parquet-testing/data
 
-          # 2020-11-15: There is a cargo-tarpaulin regression in 0.17.0
-          # see https://github.com/xd009642/tarpaulin/issues/618
-          cargo install --version 0.16.0 cargo-tarpaulin
-          cargo tarpaulin --out Xml
+          cargo install --version 0.18.2 cargo-tarpaulin
+          cargo tarpaulin --all --out Xml
       - name: Report coverage
         continue-on-error: true
         run: bash <(curl -s https://codecov.io/bash)