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Regression on california (RMSE)

0.3964RMSE

TabR

Updated 1mo ago

Evaluation Results

Method	Links
TabR 2026.05		0.3964
TabR 2026.05		0.403
MNCA 2026.05		0.4231
MNCA 2026.05		0.4239
CatBoost 2026.05		0.4265
CatBoost 2026.05		0.4294
XGBoost 2026.05		0.4316
XGBoost 2026.05		0.4327
LightGBM 2026.05		0.4339
Excel∗ 2026.05		0.435
LoMETab 2026.05		0.4351
LightGBM 2026.05		0.4352
TabM 2026.05		0.4402
LoMETab 2026.05		0.4411
TabM 2026.05		0.4414
T2G 2026.05		0.4462
MLP‡ 2026.05		0.4482
AutoInt 2026.05		0.449
MLP† 2026.05		0.4491
MLP-Mixer 2026.05		0.4509
FT-T 2026.05		0.4515
MLP† 2026.05		0.453
Excel∗ 2026.05		0.4544
MLP‡−lite 2026.05		0.4549
Trompt 2026.05		0.4579
MLP‡ 2026.05		0.4597
FT-T 2026.05		0.4635
T2G 2026.05		0.464
MLP‡−lite 2026.05		0.4652
SAINT 2026.05		0.468
AutoInt 2026.05		0.4682
MLP-Mixer 2026.05		0.4746
DCN2 2026.05		0.4779
ResNet 2026.05		0.4862
MLP 2026.05		0.488
ResNet 2026.05		0.4915
SNN 2026.05		0.4933
MLP 2026.05		0.4948
DCN2 2026.05		0.4971
SNN 2026.05		0.5033
Llama 3.1-8B 2026.06		1.12
Llama 3.1-8B 2026.06		3.02
TabPFN(v2.0) 2026.06		39,434.4
TabPFN(v2.5) 2026.06		40,231
CatBoost 2026.06		42,654.1
XGBoost 2026.06		43,253.8
TabM 2026.06		48,855.8
GPT-OSS-120B 2026.06		62,906.6
Qwen3-8B 2026.06		65,660.6
Gemma 3-12B 2026.06		70,633.5
Qwen3-Next-80B 2026.06		73,383.1
GPT-OSS-20B 2026.06		75,992.7
TLRD 2026.06		85,646.6
TLRD 2026.06		86,341.3
TLRD 2026.06		86,572.7
TLRD 2026.06		91,877.5
TLRD 2026.06		96,473.5
TLRD 2026.06		112,008
GPT-OSS-120B 2026.06		114,749.6
Qwen3-8B 2026.06		175,459.5
GPT-OSS-20B 2026.06		201,829.8
Qwen3-Next-80B 2026.06		333,534.9
Gemma 3-12B 2026.06		568,304.3