From b2b3f91ebe46a396f178530864d38758640d5b58 Mon Sep 17 00:00:00 2001
From: leo9 <lijianyu9@gmail.com>
Date: Tue, 16 Dec 2025 17:20:05 -0800
Subject: [PATCH] Update leaderboard reference

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 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 7a1309c29..7cc75df8c 100755
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 ## 7. Leaderboards
 
-Full leaderboards coming soon on [paperswithcode.com](https://paperswithcode.com/paper/benchmarking-graph-neural-networks).
+Benchmarking graph neural networks involves multiple tasks (e.g., node classification, graph classification, link prediction).
 
+An external reference for benchmark summaries on node classification is available at [wizwand.com](https://www.wizwand.com/task/node-classificatio).
 
 <br>