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Vision Understanding on CVBench-2D

77.76Accuracy

Jigsaw + CARE

Updated 3d ago

Evaluation Results

Method	Links
Jigsaw + CARE 2025.12		77.76
Mix + CL + CARE 2025.12		76.96
Jigsaw + CL + CARE 2025.12		75.52
Jigsaw + CL 2025.12		75.37
Rotation + CL + CARE 2025.12		75.08
GRPO-CARE 2025.12		74.91
Visual Jigsaw 2025.12		74.46
VisualSphinx 2025.12		73.98
Qwen 2.5 VL 2025.12		73.62
Vision-Zero 2025.12		73.53
PatchFit + CL + CARE 2025.12		73.37
Jigsaw 2025.12		72.13
ViCrit 2025.12		70.84
LLaVA-1.5-13B 2024.12		62.3
Dynamic-LLaVA-13B^IT 2024.12		60.7
LLaVA-FastV (13B) 2024.12		58.9
LLaVA-1.5-7B 2024.12		58.5
Dynamic-LLaVA-7B^IT 2024.12		58.3
LLaVA-1.5-13b+H2Ok-10,-0.5 2024.12		50.8
LLaVA-FastV† (7B) 2024.12		49.8
LLaVA-1.5-7B+H2Ok-10, -0.5 2024.12		49.7
LLaVA-HiRED (7B) 2024.12		44.2