Add TabICLv2 results

Author: Innixma

examples/!old/run_download_url_and_cache_to_s3_2025_09_03.py

@@ -8,6 +8,7 @@
 from tabarena.nips2025_utils.artifacts._tabarena_method_metadata_2025_10_20 import tabdpt_metadata
 from tabarena.nips2025_utils.artifacts._tabarena_method_metadata_2025_11_12 import realtabpfn25_metadata
 from tabarena.nips2025_utils.artifacts._tabarena_method_metadata_2025_11_12 import contexttab_metadata
+from tabarena.nips2025_utils.artifacts._tabarena_method_metadata_2026_02_16 import tabiclv2_metadata
 
 
 """
@@ -124,9 +125,16 @@
         **path_args,
     )
 
+    tabiclv2_info = MethodArtifactManager.from_method_metadata(
+        method_metadata=tabiclv2_metadata,
+        path_suffix=Path("leaderboard_submissions") / "data_TabICLv2_1502026.zip",
+        **path_args,
+    )
+
 
     # Uncomment whichever artifacts you want to process
     method_infos = [
+        # tabiclv2_info,
         # contexttab_info,
         # realtabpfn25_info,
         # xrfm_info,

examples/plots/run_generate_main_leaderboard.py

@@ -3,7 +3,7 @@
 from pathlib import Path
 
 from tabarena.nips2025_utils.tabarena_context import TabArenaContext
-from tabarena.website.website_format import format_leaderboard
+
 
 if __name__ == "__main__":
     save_path = "output_leaderboard"  # folder to save all figures and tables
@@ -13,11 +13,11 @@
 
     tabarena_context = TabArenaContext(include_unverified=False)
     leaderboard_verified = tabarena_context.compare(output_dir=output_path_verified)
-    leaderboard_website_verified = format_leaderboard(df_leaderboard=leaderboard_verified)
+    leaderboard_website_verified = tabarena_context.leaderboard_to_website_format(leaderboard=leaderboard_verified)
 
     tabarena_context_unverified = TabArenaContext(include_unverified=True)
     leaderboard_unverified = tabarena_context_unverified.compare(output_dir=output_path_unverified)
-    leaderboard_website_unverified = format_leaderboard(df_leaderboard=leaderboard_unverified)
+    leaderboard_website_unverified = tabarena_context_unverified.leaderboard_to_website_format(leaderboard=leaderboard_unverified)
 
     print(f"Verified Leaderboard:")
     print(leaderboard_website_verified.to_markdown(index=False))

tabarena/tabarena/nips2025_utils/artifacts/_tabarena_method_metadata.py

@@ -40,6 +40,8 @@
     # prep_gbm_v6_metadata,
 )
 
+from tabarena.nips2025_utils.artifacts._tabarena_method_metadata_2026_02_16 import tabiclv2_metadata
+
 methods_2025_09_03: list[MethodMetadata] = [
     ag_140_metadata,
     ebm_metadata,
@@ -113,6 +115,7 @@
     [tabdpt_metadata] +
     [realtabpfn25_metadata] +
     [contexttab_metadata] +
+    [tabiclv2_metadata] +
     methods_misc,
 )
 
@@ -126,6 +129,7 @@
     [tabdpt_metadata] +
     [realtabpfn25_metadata] +
     [contexttab_metadata] +
+    [tabiclv2_metadata] +
     methods_misc,
 )
 

tabarena/tabarena/nips2025_utils/artifacts/_tabarena_method_metadata_2026_02_16.py

@@ -0,0 +1,24 @@
+from tabarena.nips2025_utils.artifacts.method_metadata import MethodMetadata
+
+tabiclv2_metadata = MethodMetadata(
+    method="TabICLv2",
+    method_type="config",
+    display_name="TabICLv2",
+    compute="gpu",
+    date="2026-02-16",
+    ag_key="TABICLV2",
+    model_key="TABICLV2",
+    config_default="TabICLv2_c1_BAG_L1",
+    can_hpo=False,
+    is_bag=False,
+    has_raw=True,
+    has_processed=True,
+    artifact_name="tabarena-2026-02-16",
+    s3_bucket="tabarena",
+    s3_prefix="cache",
+    upload_as_public=True,
+    has_results=True,
+    name_suffix=None,
+    verified=True,
+    reference_url="https://arxiv.org/abs/2602.11139",
+)

tabarena/tabarena/nips2025_utils/tabarena_context.py

@@ -58,6 +58,7 @@
     "TabFlex_GPU",
     "RealTabPFN-v2.5",
     "SAP-RPT-OSS",
+    "TabICLv2",
 ]