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Spatial Reasoning on VSI-Bench (test)
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44
Avg Score
PyVision-Video
36.408
38.379
40.35
42.321
Feb 24, 2026
Avg Score
Object Count Score
Absolute Distance Error
Object Size Accuracy
Room Size Accuracy
Relative Distance Error
Relative Direction Error
Route Planning Success Rate
Approach Order Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Avg Score
Object Count Score
Absolute Distance Error
Object Size Accuracy
Room Size Accuracy
Relative Distance Error
Relative Direction Error
Route Planning Success Rate
Approach Order Accuracy
PyVision-Video
Backbone=Qwen2.5-VL-7B...
2026.02
44
53.8
25.8
50.8
38.2
44.8
46.3
26.3
58.6
VITAL
Agent Type=agentic vid...
2026.02
41.8
-
-
-
-
-
-
-
-
Video-R1
Reasoning Type=pure te...
2026.02
37.1
-
-
-
-
-
-
-
-
Qwen2.5-VL-7B
Backbone=Qwen2.5-VL-7B
2026.02
36.7
41.9
21.4
50.4
36.8
38.5
40.9
29.9
34.1
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