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Multimodal Understanding on MMBench-CN lite
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91.2
Accuracy
PVM-8B (SFT + GRPO)
85.792
87.196
88.6
90.004
May 1, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
PVM-8B (SFT + GRPO)
Backbone=8B, Training...
2026.05
91.2
Euclid-8B
Backbone=8B, Training...
2026.05
90.4
PVM-8B (SFT)
Backbone=8B, Training...
2026.05
90.4
PVM-4B (SFT + GRPO)
Backbone=4B, Training...
2026.05
90.4
Qwen3-VL-8B (LoRA-SFT)
Backbone=8B, Training...
2026.05
88.8
Qwen3-VL-8B (SFT + GRPO)
Backbone=8B, Training...
2026.05
88.8
Qwen3-VL-4B (LoRA-SFT + GRPO)
Backbone=4B, Training...
2026.05
88.8
ICoT
Training Strategy=Visu...
2026.05
88.2
CoMemo
Training Strategy=Visu...
2026.05
88
Qwen3-VL-8B (SFT)
Backbone=8B, Training...
2026.05
88
PVM-4B (SFT)
Backbone=4B, Training...
2026.05
88
Qwen3-VL-4B (SFT + GRPO)
Backbone=4B, Training...
2026.05
88
PEARL-8B
Backbone=8B, Training...
2026.05
87.2
OneThinker-8B
Backbone=8B, Training...
2026.05
87.2
Qwen3-VL-4B (SFT)
Backbone=4B, Training...
2026.05
87.2
Qwen3-VL-4B (LoRA-SFT)
Backbone=4B, Training...
2026.05
87.2
MemVR
Training Strategy=Visu...
2026.05
86.4
Qwen3-VL-8B-Instruct
Backbone=8B
2026.05
86.4
Qwen3-VL-8B (LoRA-SFT + GRPO)
Backbone=8B, Training...
2026.05
86.4
Qwen3-VL-4B-Instruct
Backbone=4B
2026.05
86
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