Table Reasoning on FinQA
69.4Accuracy14B Only
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 14B OnlyBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=–2026.05 | 69.4 | 30.9 | |
| 14B OnlyBackbone=Qwen3-Instruct, Extra Tokens=–2026.05 | 67.74 | 48 | |
| EcoTabBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.05 | 67.63 | 21.4 | |
| STEERBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.05 | 66.15 | 21.3 | |
| SpecReasonBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 66.07 | 22.2 | |
| RSDBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 66.02 | 21.9 | |
| SpecCoTBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 65.89 | 22.6 | |
| GlimpRouterBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 65.81 | 22.8 | |
| EcoTabBackbone=Qwen3-Instruct, Extra Tokens=✗2026.05 | 65.48 | 34.3 | |
| SpecReasonBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 64.21 | 36 | |
| SpecCoTBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 64.01 | 36 | |
| GlimpRouterBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 63.98 | 36.1 | |
| RSDBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 63.87 | 36.4 | |
| STEERBackbone=Qwen3-Instruct, Extra Tokens=✗2026.05 | 63.73 | 35.4 | |
| RandomBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.05 | 59.67 | 26.7 | |
| RandomBackbone=Qwen3-Instruct, Extra Tokens=✗2026.05 | 58.78 | 40.4 | |
| 1.7B OnlyBackbone=Qwen3-Instruct, Extra Tokens=–2026.05 | 47.52 | 7.38 | |
| 1.7B OnlyBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=–2026.05 | 47.52 | 7.38 |