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Multimodal Understanding on MMBench (test)

81.2Overall Score

Dense Connector

20.67236.38652.167.814Nov 7, 2023Mar 22, 2024Aug 6, 2024Dec 20, 2024May 6, 2025Sep 19, 2025Feb 3, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2024.05
81.2----
2024.05
79.4----
2024.05
79----
2024.05
77.7----
2024.05
74.4----
2024.05
74.4----
2024.05
72.3----
2024.05
71.4----
2024.05
71----
2024.05
70.8----
2025.05
70.7--68.8-
2024.05
70.5----
2024.05
70.3----
2024.05
70----
2025.05
69.9--67.03-
2024.05
69.6----
2024.05
69.2----
2024.05
68.9----
2024.05
68.5----
2024.05
68.5----
2024.05
68.4----
2024.05
67.7----
2025.05
67.7--65.16-
2025.05
67--65.93-
2024.05
66.6----
2025.05
66.4--62.59-
2025.05
66.4--63.12-
2026.02
64.7---100
2023.11
64.5----
2023.12
64.5----
2024.05
64.5----
2023.11
64.3----
2023.12
64.3----
2024.05
63.2----
2023.11
60.6----
2023.12
60.6----
2024.05
60.6----
2026.02
60.1---92.9
2026.02
60.1---92.9
2026.02
59.6---92.1
2025.05
58.8----
2026.02
51.1---79
2026.02
48.7---75.3
2023.11
48.3----
2023.12
48.3----
2026.02
48---74.2
2023.11
46.6----
2023.12
46.6----
2026.02
46---71.2
2026.02
44.4---68.6
2026.02
41.8---64.5
2023.11
39.5----
2023.12
39.5----
2023.12
37.8----
2023.11
36.2----
2023.12
36.2----
2023.11
36----
2023.12
36----
2025.05
35.1--45.84-
2025.05
34.3--44.5-
2025.05
34--43.86-
2026.02
33.3---51.5
2023.12
24.5----
2023.11
23----
2023.12
23----
2025.01
-38.3---
2025.01
-60.9---
2025.01
-64.3---
2025.01
-66.4---
2025.01
-67.5---
2025.01
-67---
2025.01
-39.8---
2025.01
-60.2---
2025.01
-67.7---
2025.01
-66.5---
2025.01
-68---
2025.01
-68.5---
2025.01
-66.5---
2025.01
-64.5---
2025.01
-57.9---
2025.01
-69.3---
2025.01
-68.2---
2025.01
-69.3---
2025.01
-72.1---
2025.01
-74.4---
2025.01
-72.3---
2025.01
-74.5---
-61.8---
-66---
2023.12
-67---
-69.5---
2023.12
--38.7--
2023.12
--24.3--
2023.12
--41--
2023.12
--49.4--
2023.12
--36--
2023.12
--48.2--
2023.12
--58.8--
2023.12
--38.2--
2023.12
--60.6--
Showing 100 of 141 rows