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Multimodal Understanding on MMBench-EN lite
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89.4
Accuracy
PVM-8B (SFT)
78.376
81.238
84.1
86.962
May 1, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
PVM-8B (SFT)
Backbone=8B, Training...
2026.05
89.4
PVM-8B (SFT + GRPO)
Backbone=8B, Training...
2026.05
89.4
ICoT
Training Strategy=Visu...
2026.05
88.6
CoMemo
Training Strategy=Visu...
2026.05
88.6
Euclid-8B
Backbone=8B, Training...
2026.05
88.6
Qwen3-VL-8B (LoRA-SFT)
Backbone=8B, Training...
2026.05
88.6
OneThinker-8B
Backbone=8B, Training...
2026.05
87.9
Qwen3-VL-8B (SFT)
Backbone=8B, Training...
2026.05
87.9
Qwen3-VL-8B (SFT + GRPO)
Backbone=8B, Training...
2026.05
87.9
PVM-4B (SFT)
Backbone=4B, Training...
2026.05
87.9
PVM-4B (SFT + GRPO)
Backbone=4B, Training...
2026.05
87.9
PEARL-8B
Backbone=8B, Training...
2026.05
87.1
Qwen3-VL-8B (LoRA-SFT + GRPO)
Backbone=8B, Training...
2026.05
87.1
Qwen3-VL-4B (LoRA-SFT)
Backbone=4B, Training...
2026.05
87.1
MemVR
Training Strategy=Visu...
2026.05
86.4
Qwen3-VL-8B-Instruct
Backbone=8B
2026.05
86.4
Qwen3-VL-4B (SFT)
Backbone=4B, Training...
2026.05
85.6
Qwen3-VL-4B (SFT + GRPO)
Backbone=4B, Training...
2026.05
85.6
Qwen3-VL-4B (LoRA-SFT + GRPO)
Backbone=4B, Training...
2026.05
84.9
Qwen3-VL-4B-Instruct
Backbone=4B
2026.05
78.8
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