Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Multimodal Document Question Answering on FetaTab
Loading...
72.9
Accuracy
HIEVI-RAG
28.388
39.944
51.5
63.056
Jan 26, 2026
Feb 21, 2026
Mar 20, 2026
Apr 16, 2026
May 13, 2026
Jun 9, 2026
Jul 6, 2026
Accuracy
Updated 18d ago
Evaluation Results
Method
Method
Links
Accuracy
HIEVI-RAG
Param.=8B
2026.07
72.9
Ours
Category=RAG-based, To...
2026.01
72.5
MoLoRAG+
Param.=7B
2026.07
69.2
Ours
Category=RAG-based, To...
2026.01
66.9
MDocAgent
Param.=7B
2026.07
66.3
MDocAgent
Category=RAG-based, To...
2026.01
64
MAB-DQA
RAG Method=ColPali (To...
2026.04
63.8
M3DocRAG
Param.=7B
2026.07
63.8
ALDEN
Param.=7B, Pipeline=Co...
2026.07
62.3
MoloRAG+
RAG Method=MoloRAG+ (T...
2026.04
60
MDocAgent
RAG Method=ColPali + C...
2026.04
59.8
MoloRAG
RAG Method=ColPali (To...
2026.04
55.4
M3DocRAG
RAG Method=ColPali (To...
2026.04
53.7
Qwen-2.5-VL-7B-Instruct
Category=LVLM-based
2026.01
35
Qwen-2.5-VL-7B
RAG Method=Direct
2026.04
35
LLaVA-1.6-7B-Instruct
Category=LVLM-based
2026.01
30.1
LLaVA-1.6-7B
RAG Method=Direct
2026.04
30.1
Feedback
Search any
task
Search any
task