diff --git a/bench/benchmark.jl b/bench/benchmark.jl
index 228e03af5..47fdd727a 100644
--- a/bench/benchmark.jl
+++ b/bench/benchmark.jl
@@ -22,10 +22,14 @@ for (i, ((method, problem), optimizer)) in enumerate(bench)
     println("$i) ($method, $problem)")
     redirect_stdio(; stdout = devnull) do
         global df
-        solve_time_sec, memory_usage = benchmark(optimizer)
-        return push!(df, (method, problem, solve_time_sec, memory_usage))
+        try
+            solve_time_sec, memory_usage = benchmark(optimizer)
+            return push!(df, (method, problem, solve_time_sec, memory_usage))
+        catch
+            # -1 in the CSV file means that the method failed
+            return push!(df, (method, problem, -1.0, -1))
+        end
     end
 end
 
 CSV.write("./benchmark.csv", df)
-