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Benchmarks
Interactive Video Generation on L-IVA 1.0 (test)
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63
Aesthetics (Kit.)
ORCA
58.84
59.92
61
62.08
Dec 23, 2025
Aesthetics (Kit.)
Aesthetics (Live.)
Aesthetics (Work.)
Aesthetics (Gard.)
Aesthetics (Off.)
Aesthetics (Avg)
Subject Consistency (Kit.)
Subject Consistency (Live.)
Subject Consistency (Work.)
Subject Consistency (Gard.)
Subject Consistency (Off.)
Subject Consistency (Avg)
BWS (Kit.)
BWS (Live.)
BWS (Work.)
BWS (Gard.)
BWS (Off.)
BWS (Avg)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Aesthetics (Kit.)
Aesthetics (Live.)
Aesthetics (Work.)
Aesthetics (Gard.)
Aesthetics (Off.)
Aesthetics (Avg)
Subject Consistency (Kit.)
Subject Consistency (Live.)
Subject Consistency (Work.)
Subject Consistency (Gard.)
Subject Consistency (Off.)
Subject Consistency (Avg)
BWS (Kit.)
BWS (Live.)
BWS (Work.)
BWS (Gard.)
BWS (Off.)
BWS (Avg)
ORCA
2025.12
63
53
62
60
51
58
92
94
94
91
92
93
6.7
5.9
40
30.8
60
28.7
Reactive
2025.12
61
53
61
62
52
59
92
93
91
91
93
92
0
-20.6
-45
15.4
-40
-18
VAGEN
2025.12
60
52
59
62
50
57
91
93
92
91
92
92
-10
5.9
13.3
-23.1
-6.7
-4.12
Open-Loop
2025.12
59
51
58
60
50
56
91
91
89
88
91
90
3.3
8.8
-13.3
-23.1
-13.3
-7.52
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