Table Reasoning on WikiTQ (Acc, FLOPs)
84.12Accuracy14B Only
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 14B OnlyBackbone=Qwen3-Instruct, Extra Tokens=–2026.05 | 84.12 | 21.6 | |
| 14B OnlyBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=–2026.05 | 81.71 | 20.8 | |
| EcoTabBackbone=Qwen3-Instruct, Extra Tokens=✗2026.05 | 80.83 | 14 | |
| RSDBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 79.73 | 16.2 | |
| EcoTabBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.05 | 79.56 | 13.1 | |
| STEERBackbone=Qwen3-Instruct, Extra Tokens=✗2026.05 | 79.46 | 15.4 | |
| GlimpRouterBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 79.04 | 16.4 | |
| SpecReasonBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 78.76 | 15.7 | |
| SpecCoTBackbone=Qwen3-Instruct, Extra Tokens=✓2026.05 | 78.5 | 15.8 | |
| STEERBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.05 | 78.32 | 14.4 | |
| RSDBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 78.25 | 15.3 | |
| SpecCoTBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 78.12 | 15 | |
| GlimpRouterBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 78.04 | 14.8 | |
| SpecReasonBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✓2026.05 | 78.01 | 15 | |
| RandomBackbone=Qwen3-Instruct, Extra Tokens=✗2026.05 | 75.82 | 18.5 | |
| RandomBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=✗2026.05 | 74.78 | 17.9 | |
| 1.7B OnlyBackbone=Qwen3-Instruct, Extra Tokens=–2026.05 | 67.34 | 3.84 | |
| 1.7B OnlyBackbone=DeepSeek-R1-Distill-Qwen, Extra Tokens=–2026.05 | 67.34 | 3.84 |