From 5cd6fdf1acbf18e9bed1366889a03be9c65ee45f Mon Sep 17 00:00:00 2001 From: Yiwen Yuan Date: Mon, 20 May 2024 20:12:05 -0700 Subject: [PATCH] Update README.md --- benchmark/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/benchmark/README.md b/benchmark/README.md index bd8229d7..3ea95e60 100644 --- a/benchmark/README.md +++ b/benchmark/README.md @@ -98,12 +98,12 @@ Experimental setting: 20 Optuna search trials for XGBoost and CatBoost. 3 Optuna |:--------------------|:------------------------| | XGBoost | 0.792±0.000 (28889s) | | CatBoost | 0.788±0.000 (240s) | -| LightGBM | | +| LightGBM | 0.831±0.000 (167s) | | Trompt | 0.822±0.002 (15418s) | | ResNet | 0.831±0.001 (764s) | | MLP | 0.824±0.001 (220s) | | FTTransformerBucket | 0.825±0.001 (5387s) | -| ExcelFormer | 0.842±0.002 (5264s) | +| ExcelFormer | **0.842±0.002 (5264s)** | | FTTransformer | 0.835±0.001 (5072s) | | TabNet | 0.837±0.001 (404s) | | TabTransformer | 0.790±0.002 (457s) |