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Benchmarks
Omni-modal Understanding on WorldSense
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48
Accuracy
Gemini-1.5-Pro
36.456
39.453
42.45
45.447
Aug 6, 2025
Sep 21, 2025
Nov 7, 2025
Dec 23, 2025
Feb 8, 2026
Mar 26, 2026
May 12, 2026
Accuracy
Score
Updated 21d ago
Evaluation Results
Method
Method
Links
Accuracy
Score
Gemini-1.5-Pro
2025.08
48
-
Full Tokens
Backbone=Qwen2.5-Omni-...
2026.05
46.8
-
OmniRefine
Backbone=Qwen2.5-Omni-...
2026.05
46.4
-
OmniZip
Backbone=Qwen2.5-Omni-...
2026.05
45.9
-
Qwen2.5-Omni
Params (B)=7, Time (s)...
2025.08
45.4
-
OmniZip
Backbone=Qwen2.5-Omni-...
2026.05
45.3
-
DyCoke (V&A)
Backbone=Qwen2.5-Omni-...
2026.05
44.6
-
Ours:base Qwen2.5
Params (B)=14+72, Time...
2025.08
44.1
-
GPT-4o
Time (s)=1.2
2025.08
42.6
-
InternVL-2
Params (B)=8
2025.08
39.1
-
LLaVA-OV
Params (B)=7
2025.08
37.7
-
VITA1.5
Params (B)=7, Time (s)...
2025.08
36.9
-
Gemini 2.5 Flash
Size=-, Settings=simplex
2026.04
-
52.6
Qwen3-Omni
Size=30B-A3B, Settings...
2026.04
-
54
MiniCPM-o 4.5
Size=9B, Settings=simplex
2026.04
-
55.7
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