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Benchmarks
Multimodal Visual Pattern Understanding on MMVP
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80.33
Accuracy
GRPO-CARE
22.4748
37.4949
52.515
67.5351
Jan 11, 2024
May 7, 2024
Sep 2, 2024
Dec 28, 2024
Apr 25, 2025
Aug 20, 2025
Dec 16, 2025
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
GRPO-CARE
2025.12
80.33
Rotation + CL + CARE
2025.12
79.67
Jigsaw + CL + CARE
2025.12
78.67
Mix + CL + CARE
2025.12
78.33
Vision-Zero
2025.12
78
PatchFit + CL + CARE
2025.12
78
Qwen 2.5 VL
2025.12
77.67
VisualSphinx
2025.12
77.33
Jigsaw + CARE
2025.12
77
Visual Jigsaw
2025.12
76.33
Jigsaw
2025.12
76.33
ViCrit
2025.12
75.33
Jigsaw + CL
2025.12
74.67
LLaVA 1.5 + I-MoF
res=336x336, #tokens=1152
2024.01
31.3
LLaVA 1.5 + I-MoF
res=224x224, #tokens=512
2024.01
28
LLaVA 1.5
res=336x336, #tokens=576
2024.01
24.7
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