Fact Verification on InfoTabs (test)
75.74AccuracyMiniCPM-V-2.6 8B
Evaluation results
| Method | Links | |
|---|---|---|
| MiniCPM-V-2.6 8BReasoning Strategy=HIPPO, # TIR=55.2K2026.02 | 75.74 | |
| Qwen3-VL-8B-DISCOReasoning Strategy=Table-GLS, # TIR=02026.02 | 72.67 | |
| Table-LLaVA 13BReasoning Strategy=SFT, # TIR=82K2026.02 | 66.91 | |
| Table-LLaVA 7BReasoning Strategy=SFT, # TIR=82K2026.02 | 65.26 | |
| Qwen3-VL-8B-DISCOReasoning Strategy=DA, # TIR=02026.02 | 63.44 | |
| Qwen2-VL-7B-Table-R1Reasoning Strategy=GRPO, # TIR=20.6K2026.02 | 62.8 | |
| GPT-4o-miniReasoning Strategy=DA, # TIR=02026.02 | 59.28 | |
| Gemma3n-E4B-DISCOReasoning Strategy=Table-GLS, # TIR=02026.02 | 58.76 | |
| Gemma3n-E4BReasoning Strategy=DA, # TIR=02026.02 | 55.04 | |
| Gemma3n-E4B-DISCOReasoning Strategy=DA, # TIR=02026.02 | 52.74 | |
| Qwen3-VL-8BReasoning Strategy=DA, # TIR=02026.02 | 45.59 |