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Tabular Regression on 52 Tabular Datasets (test)

0.139NMAE

TabSieve

Updated 4d ago

Evaluation Results

Method
TabSieve 2026.02	0.139	3.86	5.85
TabPFN 2026.02	0.144	-	6.32
DeepSeek-R1-Distill-Llama-70B 2026.02	0.152	4.33	6.24
CatBoost 2026.02	0.158	-	7.23
QwQ-32B 2026.02	0.158	4.36	6.49
TabSieve 2026.02	0.158	3.86	5.85
XGBoost 2026.02	0.16	-	7.89
DeepSeek-R1-Distill-Llama-70B 2026.02	0.16	4.33	6.24
QwQ-32B 2026.02	0.164	4.36	6.49
TabPFN 2026.02	0.165	-	6.32
GPT-OSS-20B 2026.02	0.165	4.71	6.93
TabSieve 2026.02	0.169	3.86	5.85
GPT-OSS-20B 2026.02	0.17	4.71	6.93
Qwen2.5-72B-Instruct 2026.02	0.178	4.57	6.93
CatBoost 2026.02	0.179	-	7.23
GPT-OSS-20B 2026.02	0.18	4.71	6.93
Qwen3-32B 2026.02	0.182	5.71	7.96
GLM-4-32B-0414 2026.02	0.182	5.81	7.38
XGBoost 2026.02	0.184	-	7.89
TabPFN 2026.02	0.186	-	6.32
DeepSeek-R1-Distill-Llama-70B 2026.02	0.188	4.33	6.24
GLM-4-32B-0414 2026.02	0.188	5.81	7.38
GLM-4-32B-0414 2026.02	0.191	5.81	7.38
CatBoost 2026.02	0.192	-	7.23
TabSieve 2026.02	0.192	3.86	5.85
QwQ-32B 2026.02	0.196	4.36	6.49
DeepSeek-R1-Distill-Llama-70B 2026.02	0.197	4.33	6.24
Qwen3-32B 2026.02	0.197	5.71	7.96
Qwen2.5-72B-Instruct 2026.02	0.198	4.57	6.93
XGBoost 2026.02	0.2	-	7.89
Qwen2.5-72B-Instruct 2026.02	0.205	4.57	6.93
Qwen2.5-72B-Instruct 2026.02	0.206	4.57	6.93
GPT-OSS-20B 2026.02	0.206	4.71	6.93
Qwen3-32B 2026.02	0.21	5.71	7.96
Qwen3-32B 2026.02	0.211	5.71	7.96
GLM-4-32B-0414 2026.02	0.214	5.81	7.38
QwQ-32B 2026.02	0.22	4.36	6.49
Qwen3-8B 2026.02	0.222	5.76	8.65
TabPFN 2026.02	0.228	-	6.32
CatBoost 2026.02	0.235	-	7.23
Qwen3-8B 2026.02	0.235	5.76	8.65
XGBoost 2026.02	0.237	-	7.89
Qwen3-8B 2026.02	0.239	5.76	8.65
TabSieve 2026.02	0.266	3.86	5.85
Qwen3-8B 2026.02	0.268	5.76	8.65
DeepSeek-R1-Distill-Llama-70B 2026.02	0.27	4.33	6.24
QwQ-32B 2026.02	0.293	4.36	6.49
Qwen2.5-72B-Instruct 2026.02	0.297	4.57	6.93
GLM-4-32B-0414 2026.02	0.303	5.81	7.38
GPT-OSS-20B 2026.02	0.31	4.71	6.93
Qwen3-32B 2026.02	0.317	5.71	7.96
Llama-3.1-8B-Instruct 2026.02	0.319	10.19	12.96
Qwen3-8B 2026.02	0.325	5.76	8.65
Llama-3.1-8B-Instruct 2026.02	0.331	10.19	12.96
Llama-3.1-8B-Instruct 2026.02	0.338	10.19	12.96
LR 2026.02	0.339	-	10.05
LR 2026.02	0.342	-	10.05
LR 2026.02	0.348	-	10.05
LR 2026.02	0.348	-	10.05
Llama-3.1-8B-Instruct 2026.02	0.351	10.19	12.96
FT-Transformer 2026.02	0.354	-	11.21
FT-Transformer 2026.02	0.357	-	11.21
FT-Transformer 2026.02	0.363	-	11.21
FT-Transformer 2026.02	0.363	-	11.21
Mistral-7B-Instruct-v0.3 2026.02	0.364	10.86	13.44
Mistral-7B-Instruct-v0.3 2026.02	0.37	10.86	13.44
Tabula-8B 2026.02	0.382	11.05	14.52
Tabula-8B 2026.02	0.395	11.05	14.52
Mistral-7B-Instruct-v0.3 2026.02	0.405	10.86	13.44
Mistral-7B-Instruct-v0.3 2026.02	0.416	10.86	13.44
Tabula-8B 2026.02	0.42	11.05	14.52
Tabula-8B 2026.02	0.445	11.05	14.52
TableGP2-7B 2026.02	0.473	9.14	15.64
TableLLM-13B 2026.02	0.476	10.52	15.07
TableGP2-7B 2026.02	0.477	9.14	15.64
TableGP2-7B 2026.02	0.504	9.14	15.64
TableGP2-7B 2026.02	0.508	9.14	15.64
TableGP2-7B 2026.02	0.511	9.14	15.64
TableLLM-13B 2026.02	0.541	10.52	15.07
Llama-3.1-8B-Instruct 2026.02	0.567	10.19	12.96
TableLLM-13B 2026.02	0.571	10.52	15.07
TableLLM-13B 2026.02	0.581	10.52	15.07
Tabula-8B 2026.02	0.648	11.05	14.52
Mistral-7B-Instruct-v0.3 2026.02	0.668	10.86	13.44
TableLLM-13B 2026.02	0.709	10.52	15.07