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Video Understanding on Depth Target Domain
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57.2
Action Understanding
Finetuning (Trainable VE, Frozen LLM)
33.8312
39.8981
45.965
52.0319
Oct 15, 2025
Action Understanding
Task Regions
HOI
Hand Identification
Average Score
Delta to Target
Updated 18d ago
Evaluation Results
Method
Method
Links
Action Understanding
Task Regions
HOI
Hand Identification
Average Score
Delta to Target
Finetuning (Trainable VE, Frozen LLM)
Vision Encoder=trainab...
2025.10
57.2
69.63
54.43
64.48
61.44
15.57
VISCOP
Vision Language Connec...
2025.10
56.78
73.17
66.23
64.35
65.13
19.27
Finetuning (Frozen VE, Frozen LLM)
Vision Encoder=frozen,...
2025.10
55.67
66.59
62.46
64.49
62.3
16.44
Finetuning (Frozen VE, LoRA LLM)
Vision Encoder=frozen,...
2025.10
42.94
53.54
43.92
63.96
51.09
5.23
Base VLM
Vision Encoder=frozen,...
2025.10
34.73
50.61
35.06
63.06
45.86
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