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Video-based spatial intelligence on MMSI-Video-Bench
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29.9
Instance-Scene Score
ViSRA
21.788
23.894
26
28.106
May 11, 2026
Instance-Scene Score
Scene-Scene Score
Camera-Instance Score
Camera-Scene Score
Average Score
Updated 22d ago
Evaluation Results
Method
Method
Links
Instance-Scene Score
Scene-Scene Score
Camera-Instance Score
Camera-Scene Score
Average Score
ViSRA
Backbone=InternVL3-8B
2026.05
29.9
24.6
47.4
35
34.5
ViSRA
Backbone=Qwen2.5-VL-7B
2026.05
27.3
27.5
42.3
37.5
33.9
InternVL3-8B
Type=Base Model
2026.05
26
27.5
20.5
26.3
25
Qwen2.5-VL-7B
Type=Base Model
2026.05
23.4
26.1
16.6
28.8
23.7
LLaVA-OneVision-7B
Type=Base Model
2026.05
22.1
33.3
21.8
37.6
28.6
ViSRA
Backbone=LLaVA-OneVisi...
2026.05
22.1
29
23.1
42.1
29.2
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