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Graph Visual Question Answering on DriveLM GVQA
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74
Accuracy
UniUGP
-2.96
17.02
37
56.98
Dec 10, 2025
Accuracy
GPT Score
BLEU-1
ROUGE-L
CIDEr
Match Rate
Final Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
GPT Score
BLEU-1
ROUGE-L
CIDEr
Match Rate
Final Score
UniUGP
2025.12
74
0.64
78
76
19
41
0.59
FSDrive
2025.12
72
0.63
76
74
17
39
0.57
OminiDrive
2025.12
70
0.65
52
73
13
37
0.56
SimpleLLM4AD
2025.12
66
0.57
76
73
15
35
0.53
TrackingMeetsLMM
2025.12
60
0.58
72
72
4
36
0.52
Cube-LLM
2025.12
39
0.89
16
20
31
36
0.5
DriveLM baseline
2025.12
0
0.65
5
8
10
28
0.32
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