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Benchmarks
Scene Understanding on OmniDrive (test)
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0.341
ROUGE-L
GaussianDWM
0.2162
0.2486
0.281
0.3134
Dec 29, 2025
ROUGE-L
METEOR
CIDEr
Updated 3d ago
Evaluation Results
Method
Method
Links
ROUGE-L
METEOR
CIDEr
GaussianDWM
Reference=-, # LLM Par...
2025.12
0.341
0.395
0.712
Separated unification
Reference=-, # LLM Par...
2025.12
0.327
0.384
0.745
HERMES
Reference=ICCV 25, # L...
2025.12
0.327
0.384
0.741
OmniDrive
Reference=CVPR 25, # L...
2025.12
0.326
0.38
0.686
OmniDrive-2D
Reference=CVPR 25, # L...
2025.12
0.325
0.383
0.671
OmniDrive-BEV
Reference=CVPR 25, # L...
2025.12
0.278
0.356
0.595
GPT-4o
Reference=-, # LLM Par...
2025.12
0.223
-
0.244
LLaVA-OV
Reference=arXiv 24, #...
2025.12
0.221
-
0.284
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