Table Reasoning on TabFact
90.47Accuracy14B Only
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| 14B OnlyBackbone=Qwen3-Instruct, Extra Tokens=–2026.05 | 90.47 | 14.6 | |
| 14B OnlyBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=–2026.05 | 89.21 | 15.3 | |
| EcoTabBackbone=Qwen3-Instruct, Extra Tokens=✗2026.05 | 89.14 | 8.42 | |
| GlimpRouterBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 88.85 | 8.56 | |
| STEERBackbone=Qwen3-Instruct, Extra Tokens=✗2026.05 | 88.44 | 8.43 | |
| RSDBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 88.24 | 9.32 | |
| EcoTabBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.05 | 88.04 | 8.81 | |
| SpecCoTBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 87.98 | 8.98 | |
| GlimpRouterBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 87.81 | 8.78 | |
| SpecReasonBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 87.74 | 9.21 | |
| STEERBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.05 | 87.64 | 8.83 | |
| SpecReasonBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 87.57 | 8.94 | |
| SpecCoTBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 87.41 | 8.86 | |
| RSDBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 87.12 | 9.01 | |
| RandomBackbone=Qwen3-Instruct, Extra Tokens=✗2026.05 | 86.76 | 10.6 | |
| RandomBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.05 | 85.77 | 11.1 | |
| 1.7B OnlyBackbone=Qwen3-Instruct, Extra Tokens=–2026.05 | 82.42 | 2.51 | |
| 1.7B OnlyBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=–2026.05 | 82.42 | 2.51 |