diff --git a/benchmark/tabular/talent/main.py b/benchmark/tabular/talent/main.py
index c20d45e38..2fb0063c7 100644
--- a/benchmark/tabular/talent/main.py
+++ b/benchmark/tabular/talent/main.py
@@ -92,8 +92,7 @@ def _write(path: Path, record: dict[str, object]) -> None:
             config=config,
             seed_num=SEED_NUM,
             tune=False,
-            tune_threshold=True,
-            threshold_metric="f1",
+            tune_threshold=False,
         )
         record = {
             "status": "success",
diff --git a/benchmark/tabular/talent/models.py b/benchmark/tabular/talent/models.py
index 35350a763..61a63985c 100644
--- a/benchmark/tabular/talent/models.py
+++ b/benchmark/tabular/talent/models.py
@@ -88,21 +88,18 @@ def _create_tabfm(
         factory=partial(_create_kumo_tabular, size="small"),
         num_estimators=8,
         autocast_dtype=torch.float16,
-        max_classes=10,
     ),
     "kumo-tabular-medium": ModelConfig(
         name="KumoTabular-Medium",
         factory=partial(_create_kumo_tabular, size="medium"),
         num_estimators=8,
         autocast_dtype=torch.float16,
-        max_classes=10,
     ),
     "kumo-tabular-large": ModelConfig(
         name="KumoTabular-Large",
         factory=partial(_create_kumo_tabular, size="large"),
         num_estimators=16,
         autocast_dtype=torch.float16,
-        max_classes=10,
     ),
     "tabfm": ModelConfig(
         name="TabFM",