Update space

app.py

@@ -164,25 +164,58 @@ with demo:
             """
             gr.Markdown(DESCRIPTION_TEXT, elem_classes="markdown-text")
 
-            leaderboard = overall_leaderboard(
-                get_model_leaderboard_df(
-                    model_result_path,
-                    benchmark_cols=[
-                        # AutoEvalColumn.rank_overall.name,
-                        AutoEvalColumn.model.name, 
-                        AutoEvalColumn.rank_overall.name,
-                        AutoEvalColumn.rank_math_algebra.name,
-                        AutoEvalColumn.rank_math_geometry.name,
-                        AutoEvalColumn.rank_math_probability.name,
-                        AutoEvalColumn.rank_reason_logical.name,
-                        AutoEvalColumn.rank_reason_social.name,
-                        AutoEvalColumn.rank_chemistry.name,
-                        # AutoEvalColumn.rank_cpp.name,
-                        ],
-                    rank_col=[],
+            with gr.TabItem("Sort by Rank", elem_id="overall_sort_by_rank_subtab", id=0, elem_classes="subtab"): 
+                leaderboard = overall_leaderboard(
+                    get_model_leaderboard_df(
+                        model_result_path,
+                        benchmark_cols=[
+                            # AutoEvalColumn.rank_overall.name,
+                            AutoEvalColumn.model.name, 
+                            AutoEvalColumn.rank_overall.name,
+                            AutoEvalColumn.rank_math_algebra.name,
+                            AutoEvalColumn.rank_math_geometry.name,
+                            AutoEvalColumn.rank_math_probability.name,
+                            AutoEvalColumn.rank_reason_logical.name,
+                            AutoEvalColumn.rank_reason_social.name,
+                            AutoEvalColumn.rank_chemistry.name,
+                            # AutoEvalColumn.rank_cpp.name,
+                            ],
+                        rank_col=[],
+                    )
                 )
-            )
             
+            with gr.TabItem("Sort by Score", elem_id="overall_sort_by_score_subtab", id=1, elem_classes="subtab"): 
+                leaderboard = overall_leaderboard(
+                    get_model_leaderboard_df(
+                        model_result_path,
+                        benchmark_cols=[
+                            # AutoEvalColumn.rank_overall.name,
+                            AutoEvalColumn.model.name, 
+                            AutoEvalColumn.license.name,
+                            AutoEvalColumn.organization.name,
+                            AutoEvalColumn.knowledge_cutoff.name,
+
+                            AutoEvalColumn.score_overall.name,
+                            AutoEvalColumn.score_math_algebra.name,
+                            AutoEvalColumn.score_math_geometry.name,
+                            AutoEvalColumn.score_math_probability.name,
+                            AutoEvalColumn.score_reason_logical.name,
+                            AutoEvalColumn.score_reason_social.name,
+                            AutoEvalColumn.score_chemistry.name,
+                            # AutoEvalColumn.score_cpp.name,
+                            
+                            # AutoEvalColumn.rank_overall.name,
+                            # AutoEvalColumn.rank_math_algebra.name,
+                            # AutoEvalColumn.rank_math_geometry.name,
+                            # AutoEvalColumn.rank_math_probability.name,
+                            # AutoEvalColumn.rank_reason_logical.name,
+                            # AutoEvalColumn.rank_reason_social.name,
+                            # AutoEvalColumn.rank_chemistry.name,
+                            # AutoEvalColumn.rank_cpp.name,
+                            ],
+                        rank_col=['sort_by_score'],
+                    )
+                )
             
 
         with gr.TabItem("🔢 Math", elem_id="math-tab-table", id=2):