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Multimodal Understanding on SEED-Bench Image

78Accuracy

LLaVA-OneVision-72B

23.437.57551.7565.925May 23, 2024Aug 26, 2024Nov 30, 2024Mar 6, 2025Jun 9, 2025Sep 13, 2025Dec 18, 2025
Updated 2d ago

Evaluation Results

MethodLinks
2024.08
78--
2025.12
77.5--
2024.08
76.2--
2025.12
75.5--
2024.08
75.4--
2025.12
75.4--
2025.12
74.8--
2025.12
74.8--
2025.12
74.7--
2024.12
74.3--
2025.12
74.1--
2024.12
74.1--
2024.12
74--
2025.12
73.9--
2024.12
73.6--
2025.12
73.3--
2025.12
73.2--
2025.12
72.9--
2025.12
72.9--
2024.12
72.9--
2024.12
72.7--
2024.12
71.7--
2025.12
71.6--
2025.12
71.2--
2025.12
70.9--
2024.11
70.7--
2025.12
70.6--
2024.11
70.2--
2025.12
70.2--
2024.06
69.4--
2025.05
68.5-68.8
2024.06
68.2--
2024.11
68.2--
2024.05
68.2--
2025.05
68.2-65.93
2025.05
68.2-67.03
2024.05
67.8--
2024.06
67.7--
2024.05
67.1--
2024.05
66.5--
2025.12
66.5--
2024.06
66.4--
2024.06
66.4--
2025.05
66.3-65.16
2024.05
66.2--
2024.05
66.2--
2025.05
66.1-63.12
2025.12
66.1--
2025.05
65.7-62.59
2025.12
65.7--
2025.12
65.6--
2024.08
65.5--
2024.06
65.4--
2024.11
64.6--
2025.12
63.3--
2024.06
62.3--
2024.05
60.1--
2024.06
58.8--
2024.06
58.8--
2024.05
58.8--
2024.06
58.2--
2024.05
58.2--
2024.05
58.2--
2025.05
58.2--
2024.05
56.3--
2025.05
56.3--
2024.05
53.4--
2024.05
52.3--
2024.08
49.9--
2024.05
49.7--
2024.05
46.4--
2025.05
46.3-45.84
2025.05
46.1--
2025.05
45.8-44.5
2025.05
45.4-43.86
2024.06
44.5--
2025.05
42.8--
2024.06
38.1--
2024.05
37.9--
2025.12
37--
2024.05
35.2--
2025.05
25.5--
2023.12
-68.1-
2023.12
-68.6-
2024.06
-69.91-
2024.06
-70.85-
2024.06
-71.04-
2024.06
-71.64-
2024.06
-70.05-
2024.06
-70.36-
2024.06
-72.32-
2024.06
-72.4-