Update README.md

pyg-team · Sep 14, 2024 · c9ec325 · c9ec325
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diff --git a/benchmark/README.md b/benchmark/README.md
@@ -163,7 +163,7 @@ Experimental setting: 20 Optuna search trials for XGBoost, CatBoost and LightGBM
 | ResNet              | 0.969±0.000 (5800s)   | 0.976±0.000 (57298s)  | 0.655±0.000 (4612s)  | 0.880±0.000 (20101s)  | 0.757±0.000 (53493s)  | 0.772±0.001 (3906s)   |
 | MLP                 | 0.973±0.000 (223s)    | 0.980±0.000 (1104s)   | 0.681±0.002 (91s)    | 0.908±0.001 (529s)    | 0.792±0.001 (680s)    | 0.810±0.002 (117s)    |
 | FTTransformerBucket | 0.970±0.000 (2071s)   |                       |                      |                       |                       |                       |
-| ExcelFormer         | 0.969±0.000 (1785s)   | 0.978±0.001 (47745s)  | 0.657±0.001 (15888s) |                       |                       |                       |
+| ExcelFormer         | 0.969±0.000 (1785s)   | 0.978±0.001 (47745s)  | 0.649±0.000 (15888s) |                       |                       |                       |
 | FTTransformer       | 0.969±0.000 (25604s)  | 0.975±0.000 (219716s) | 0.670±0.004 (17119s) | 0.888±0.002 (323939s) | Too slow\*            | 0.788±0.001 (103434s) |
 | TabNet              | 0.968±0.001 (3177s)   | 0.974±0.000 (44035s)  | 0.655±0.001 (2679s)  | 0.891±0.001 (6800s)   | 0.767±0.001 (6242s)   | 0.784±0.001 (2307s)   |
 | TabTransformer      | 0.984±0.000 (2813s)   | 0.986±0.000 (13457s)  | 0.713±0.002 (3767s)  | 0.895±0.001 (5679s)   | 0.764±0.001 (3763s)   | 0.781±0.000 (3540s)   |