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Benchmarks
Spatial Understanding on MMVP
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77
Accuracy
Qwen2.5-VL
41.328
50.589
59.85
69.111
Jan 15, 2026
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Qwen2.5-VL
2026.01
77
LLaVA-OneVision
2026.01
76.7
Molmo
2026.01
75.3
Gemma3-4b-it
2026.01
70.8
SmolVLM2
2026.01
68.7
LLaVA-NeXT
2026.01
66.7
PaliGemma
2026.01
66.7
LLaVA v1.5
2026.01
57.7
LLaVA-AIMv2-2D-RoPE
encoder=AIMv2, positio...
2026.01
56
LLaVA-2D-RoPE
positional_embedding=2...
2026.01
51.3
LLaVA-AIMv2
encoder=AIMv2
2026.01
51.3
LLaVA-SigLIP-2D-RoPE
encoder=SigLIP, positi...
2026.01
50.7
LLaVA-SigLIP2-2D-RoPE
encoder=SigLIP2, posit...
2026.01
48
LLaVA-SigLIP
encoder=SigLIP
2026.01
43.3
LLaVA-SigLIP2
encoder=SigLIP2
2026.01
42.7
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