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ResearchFormerly WizWand

Tabular Classification on HC

29.8F1 ScoreXGBoost
14.40818.40422.426.396Jun 6, 2026
Updated 4mo ago

Evaluation results

MethodLinks
XGBoost2026.0629.8
TabPFN(v2.5)2026.0629.7
CatBoost2026.0628.1
TabM2026.0628
TLRDBackbone=Qwen3-8B, Teacher Model=GPT-OSS-120B, Evaluation Protocol=Fine-tuned2026.0626.3
Qwen3-8BEvaluation Protocol=Tri-level Reasoning2026.0626
TLRDBackbone=Gemma 3-12B, Teacher Model=GPT-OSS-120B, Evaluation Protocol=Fine-tuned2026.0625.7
GPT-OSS-120BEvaluation Protocol=Tri-level Reasoning2026.0625.2
TLRDBackbone=Llama 3.1-8B, Teacher Model=GPT-OSS-120B, Evaluation Protocol=Fine-tuned2026.0625.1
GPT-OSS-20BEvaluation Protocol=Tri-level Reasoning2026.0624.3
TabPFN(v2.0)2026.0624
Qwen3-Next-80BEvaluation Protocol=Tri-level Reasoning2026.0623.5
TLRDBackbone=Llama 3.1-8B, Teacher Model=Qwen3-Next-80B, Evaluation Protocol=Fine-tuned2026.0622.7
TLRDBackbone=Qwen3-8B, Teacher Model=Qwen3-Next-80B, Evaluation Protocol=Fine-tuned2026.0622.7
TLRDBackbone=Gemma 3-12B, Teacher Model=Qwen3-Next-80B, Evaluation Protocol=Fine-tuned2026.0622.3
Qwen3-8BEvaluation Protocol=Zero-shot2026.0620.4
Gemma 3-12BEvaluation Protocol=Tri-level Reasoning2026.0618.8
Llama 3.1-8BEvaluation Protocol=Tri-level Reasoning2026.0617.8
GPT-OSS-20BEvaluation Protocol=Zero-shot2026.0616.6
GPT-OSS-120BEvaluation Protocol=Zero-shot2026.0616.2
Qwen3-Next-80BEvaluation Protocol=Zero-shot2026.0615.5
Llama 3.1-8BEvaluation Protocol=Zero-shot2026.0615.5
Gemma 3-12BEvaluation Protocol=Zero-shot2026.0615