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Benchmarks
Visual Perception on MMStar
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65.7
Accuracy
V-Zero
28.884
38.442
48
57.558
Jun 25, 2024
Sep 27, 2024
Dec 31, 2024
Apr 5, 2025
Jul 9, 2025
Oct 12, 2025
Jan 15, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
V-Zero
Backbone=Qwen2.5-VL-7B...
2026.01
65.7
V-Zero
Backbone=Qwen2.5-VL-7B...
2026.01
65.1
Supervised GRPO
Backbone=Qwen2.5-VL-7B...
2026.01
64.5
Qwen2.5-VL-7B-Instruct (Base)
Backbone=Qwen2.5-VL-7B...
2026.01
63.9
OpenVLThinker-7B
Backbone=Qwen2.5-VL-7B...
2026.01
59.6
V-Zero
Backbone=Qwen2.5-VL-3B...
2026.01
56.4
Qwen2.5-VL-3B-Instruct (Base)
Backbone=Qwen2.5-VL-3B...
2026.01
56.1
V-Zero
Backbone=Qwen2.5-VL-3B...
2026.01
54.7
GPT-4V
2024.06
49.7
MG-LLaVA
LLM=Yi1.5-34B, Params....
2024.06
47.9
Qwen-VL-Plus
2024.06
39.7
MiniCPM-V2
LLM=MiniCPM-2.4B, Para...
2024.06
39.1
GeminiPro Vision
2024.06
38.6
Qwen-VL-Chat
LLM=Qwen-7B, Params.=9...
2024.06
37.5
MG-LLaVA
LLM=LLaMA3-8B, Params....
2024.06
36.9
MG-LLaVA
LLM=Phi3-3.8B, Params....
2024.06
35.5
MG-LLaVA
LLM=Vicuna-7B, Params....
2024.06
35.1
MG-LLaVA
LLM=Vicuna-13B, Params...
2024.06
34.1
LLaVA-1.5
LLM=Vicuna-13B, Params...
2024.06
32.8
LLaVA-1.5
LLM=Vicuna-7B, Params....
2024.06
30.3
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