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Benchmarks
HOI Video Generation on in-the-wild dataset (test)
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484
Fréchet Video Distance (FVD)
VHOI
472.16
552.08
632
711.92
Dec 10, 2025
Fréchet Video Distance (FVD)
Temporal Error (TE)
Alignment Score (CA)
Clip Similarity (CLIPSIM)
Spatial Consistency (SC)
Bounding Box Consistency (BC)
Deviation/Diversity Score (DD)
Motion Score (MS)
Appearance Quality (AQ)
Interaction Quality (IQ)
Updated 5mo ago
Evaluation Results
Method
Method
Links
Fréchet Video Distance (FVD)
Temporal Error (TE)
Alignment Score (CA)
Clip Similarity (CLIPSIM)
Spatial Consistency (SC)
Bounding Box Consistency (BC)
Deviation/Diversity Score (DD)
Motion Score (MS)
Appearance Quality (AQ)
Interaction Quality (IQ)
VHOI
Mode=Default
2025.12
484
6.79
72.1
28.54
95
93
30
99
48
70
TORA
Mode=Finetuned
2025.12
606
9.43
71.6
28.42
94
93
36
99
48
69
TORA
Mode=Default
2025.12
726
10.26
74.6
28.13
93
92
30
99
48
70
Go-with-the-flow
Mode=Default
2025.12
780
11.9
70.7
28.06
95
93
22
99
49
69
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