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3D Question Answering on MSQA Vision-only
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23.6
Count Accuracy
MAG-3DSeed-1.6
14.76
17.055
19.35
21.645
Apr 10, 2026
Count Accuracy
Exist Accuracy
Attribute Accuracy
Spatial Accuracy
Navigation Accuracy
Others Accuracy
Overall Accuracy
Updated 5d ago
Evaluation Results
Method
Method
Links
Count Accuracy
Exist Accuracy
Attribute Accuracy
Spatial Accuracy
Navigation Accuracy
Others Accuracy
Overall Accuracy
MAG-3DSeed-1.6
Input=T+I
2026.04
23.6
70.5
48.8
29.6
42.6
67
42.4
GPT-4o
Input=T+I
2026.04
17.9
66.5
44.1
33.4
31.1
68.4
39.4
MAG-3DGPT-4o
Input=T+I
2026.04
17.5
68.7
52.2
26.2
38.8
75.4
40.8
Seed-1.6
Input=T+I
2026.04
15.1
62.6
26.2
22.6
21.5
51.7
29.6
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