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Benchmarks
Fine-Grained Perception on MMVP
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74.67
Accuracy
UniMRG
-2.9868
17.1741
37.335
57.4959
Jan 29, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
UniMRG
Type=Unified, # LLM Pa...
2026.01
74.67
UniLIP
Type=Unified, # LLM Pa...
2026.01
73
Qwen3-VL
Type=Und. Only, # LLM...
2026.01
72
InternVL3
Type=Und. Only, # LLM...
2026.01
71.67
OpenUni
Type=Unified, # LLM Pa...
2026.01
71.67
Emu3-Chat
Type=Und. Only, # LLM...
2026.01
67
Qwen2.5-VL
Type=Und. Only, # LLM...
2026.01
64.67
Janus-Pro
Type=Unified, # LLM Pa...
2026.01
63
Harmon
Type=Unified, # LLM Pa...
2026.01
60
Janus
Type=Unified, # LLM Pa...
2026.01
56.67
BAGEL
Type=Unified, # LLM Pa...
2026.01
54.7
LLaVA-OV
Type=Und. Only, # LLM...
2026.01
53.67
Show-o
Type=Unified, # LLM Pa...
2026.01
50
Chameleon
Type=Unified, # LLM Pa...
2026.01
0
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