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Benchmarks
Video Description on Dream1k 1.0 (test)
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27.6
Animation
LLaVA-Video
19.592
21.671
23.75
25.829
Dec 4, 2025
Animation
Live action
Short
Stock
Youtube
Overall
Updated 4d ago
Evaluation Results
Method
Method
Links
Animation
Live action
Short
Stock
Youtube
Overall
LLaVA-Video
2025.12
27.6
31.4
33.4
36.7
33
32.5
+HALVA
Base Model=LLaVA-Video
2025.12
26.2
32.3
34.6
38.2
31.8
32.6
+SANTA
Base Model=LLaVA-Video
2025.12
24.7
31
31.8
41.2
33.4
32.7
+HACL
Base Model=LLaVA-Video
2025.12
23.9
28.1
30
37.5
33.2
30.7
+SFT
Base Model=LLaVA-Video
2025.12
19.9
27.7
28.3
36
33
29.2
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