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ResearchFormerly WizWand

Table Reasoning on TabFact

90.47Accuracy14B Only
82.09884.271586.44588.6185May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
14B OnlyBackbone=Qwen3-Instruct, Extra Tokens=–2026.0590.4714.6
14B OnlyBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=–2026.0589.2115.3
EcoTabBackbone=Qwen3-Instruct, Extra Tokens=✗2026.0589.148.42
GlimpRouterBackbone=Qwen3-Instruct, Extra Tokens=✓2026.0588.858.56
STEERBackbone=Qwen3-Instruct, Extra Tokens=✗2026.0588.448.43
RSDBackbone=Qwen3-Instruct, Extra Tokens=✓2026.0588.249.32
EcoTabBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.0588.048.81
SpecCoTBackbone=Qwen3-Instruct, Extra Tokens=✓2026.0587.988.98
GlimpRouterBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.0587.818.78
SpecReasonBackbone=Qwen3-Instruct, Extra Tokens=✓2026.0587.749.21
STEERBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.0587.648.83
SpecReasonBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.0587.578.94
SpecCoTBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.0587.418.86
RSDBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.0587.129.01
RandomBackbone=Qwen3-Instruct, Extra Tokens=✗2026.0586.7610.6
RandomBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.0585.7711.1
1.7B OnlyBackbone=Qwen3-Instruct, Extra Tokens=–2026.0582.422.51
1.7B OnlyBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=–2026.0582.422.51