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Table Question Answering on TAT-QA

65.46Average Score

MiniCPM-V-2.6 + HIPPO

Updated 3d ago

Evaluation Results

Method	Links
MiniCPM-V-2.6 + HIPPO 2025.02		65.46	60.75
Qwen2.5-VL-Instruct + HIPPO 2025.02		62.9	62.82
Qwen2.5-VL-Instruct + Vanilla SFT 2025.02		62.15	62.95
MiniCPM-V-2.6 2025.02		62.12	52.46
MiniCPM-V-2.6 + Vanilla SFT 2025.02		61.93	58.91
Qwen2.5-Instruct 2025.02		61.54	9.27
MiniCPM-V-2.6 (Image Only) 2025.02		60.42	51.55
Qwen2.5-VL-Instruct 2025.02		58.58	56.73
Qwen2-72B-Instruct 2025.02		57.11	4.87
Qwen2.5-VL-Instruct (Image Only) 2025.02		56.85	50.9
GPT-4o 2025.02		55.58	21.24
Table-LLaVA + HIPPO 2025.02		55.52	43.26
TableLlama + Oracle 2025.02		55.33	-
GPT-4o (Image Only) 2025.02		54.26	25.12
Table-LLaVA 2025.02		50.98	27.84
Table-LLaVA (Image Only) 2025.02		38.09	15.67
TableLlama + Markdown 2025.02		37.86	19.04
Table-LLaVA (Image Only) 2025.02		35.69	12.82
Llama3.1-Instruct 2025.02		35.42	10.06
Llama3-Instruct 2025.02		31.98	13.08
TabPedia 2025.02		20.84	9.59
Llama2 2025.02		17.53	13.73
Monkey 2025.02		14.16	12.31
LLaVA v1.5 2025.02		9.82	2.97
mPLUG-Owl2 2025.02		7.76	0.39
Vary-toy 2025.02		5.77	8.81
mPLUG-Owl 2025.02		3.16	0.13
Qwen-VL 2025.02		0.83	0.13
InternLM-XComposer 2025.02		0.77	0.26
MiniGPT-4 2025.02		0.28	0.13