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Table Fact Verification on InfoTabs

65.46Average Score

MiniCPM-V-2.6 + HIPPO

Updated 4d ago

Evaluation Results

Method	Links
MiniCPM-V-2.6 + HIPPO 2025.02		65.46	75.74
Qwen2.5-VL-Instruct + HIPPO 2025.02		62.9	78.22
Qwen2.5-VL-Instruct + Vanilla SFT 2025.02		62.15	78.13
MiniCPM-V-2.6 2025.02		62.12	73.18
MiniCPM-V-2.6 + Vanilla SFT 2025.02		61.93	76.22
Qwen2.5-Instruct 2025.02		61.54	78.29
MiniCPM-V-2.6 (Image Only) 2025.02		60.42	72.03
Qwen2.5-VL-Instruct 2025.02		58.58	75.12
Qwen2-72B-Instruct 2025.02		57.11	81.62
Qwen2.5-VL-Instruct (Image Only) 2025.02		56.85	73.46
GPT-4o 2025.02		55.58	78.46
Table-LLaVA + HIPPO 2025.02		55.52	68.71
TableLlama + Oracle 2025.02		55.33	-
GPT-4o (Image Only) 2025.02		54.26	76
Table-LLaVA 2025.02		50.98	63.63
Table-LLaVA (Image Only) 2025.02		38.09	66.91
TableLlama + Markdown 2025.02		37.86	46.57
Table-LLaVA (Image Only) 2025.02		35.69	65.26
Llama3.1-Instruct 2025.02		35.42	68.44
Llama3-Instruct 2025.02		31.98	54
TabPedia 2025.02		20.84	34.7
Llama2 2025.02		17.53	38.92
Monkey 2025.02		14.16	22.11
LLaVA v1.5 2025.02		9.82	28.31
mPLUG-Owl2 2025.02		7.76	26.19
Vary-toy 2025.02		5.77	6.98
mPLUG-Owl 2025.02		3.16	5.53
Qwen-VL 2025.02		0.83	0.65
InternLM-XComposer 2025.02		0.77	1.11
MiniGPT-4 2025.02		0.28	0.1