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Image Understanding on TextVQA

725Accuracy

MiniCPM-LLaMA3-V 2.5

Updated 7d ago

Evaluation Results

Method	Links
MiniCPM-LLaMA3-V 2.5 2026.03		725
Top-k Routing 2025.11		85.76
MC-MoE 2025.11		84.36
MoDES 2025.11		84.27
DiEP 2025.11		83.68
NAEE 2025.11		82.98
Top-k Routing 2025.11		82.16
MoDES 2025.11		82.13
Qwen2.5-VL 2026.03		81.2
Insight-V++ 2026.03		80.6
MoDES 2025.11		80.58
Qwen2.5-VL + Multi-Agent (RL) 2026.03		80.4
MiniCPM-V-2.6 2026.03		78.3
MC-MoE 2025.11		77.41
Our Base Model + Multi-Agent 2026.03		77
DiEP 2025.11		76.84
Insight-V 2026.03		76.8
Our Base Model 2026.03		75.4
NAEE 2025.11		75.37
Ovis1.5-LLaMA3 2026.03		74
Idefics3-LLaMA3 2026.03		73.2
Cambrian-1 2026.03		72.6
Insight-V-LLaVA 2026.03		70.5
MC-MoE 2025.11		70.41
InternLM-XComposer2 2026.03		69.7
DiEP 2025.11		69.37
LLaVA-NeXT-LLaMA3 + Multi-Agent 2026.03		68.9
NAEE 2025.11		66.24
LLaVA-NeXT-LLaMA3 2026.03		65.3
Top-k Routing 2025.11		64.51
Bunny-LLaMA3 2026.03		62.1
POINTS 2026.03		60
Top-k Routing 2025.11		58.49
Full-Finetune 2026.05		50.4
MHRoPE 2025.10		48.6
MRoPE-I 2025.10		48.27
MRoPE 2025.10		48.25
CircleRoPE 2025.10		47.27
HoPE 2025.10		47.16
VideoRoPE 2025.10		47.1
Vanilla RoPE 2025.10		46.65
MAGIC 2026.05		45.7
Random 2026.05		45.3