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Multimodal Understanding on POPE

0.885POPE Score

ILLUME

Updated 3d ago

Evaluation Results

Method	Links
ILLUME 2025.01		0.885
Unison 2025.12		0.883
Janus-Pro-7B 2025.01		0.874
Janus-Pro-7B 2025.12		0.874
Janus 2024.10		0.87
Janus 2025.01		0.87
TokenFlow-XL 2025.01		0.868
TokenFlow-13B 2025.12		0.868
Janus-Pro-1B 2025.01		0.862
Janus-Pro-1B 2025.12		0.862
LLaVA-v1.5 2024.10		0.859
LLaVA-v1.5 2025.01		0.859
VILA-U 2024.10		0.858
VILA-U 2025.01		0.858
VILA-U 2025.12		0.858
Emu3-Chat 2024.10		0.852
Emu3-Chat 2025.01		0.852
LLaVA-Phi 2024.10		0.85
LLaVA-Phi 2025.01		0.85
MobileVLM 2024.10		0.849
MobileVLM 2025.01		0.849
MobileVLM-V2 2024.10		0.847
MobileVLM-V2 2025.01		0.847
MobileVLM 2024.10		0.845
MobileVLM 2025.01		0.845
VARGPT-9B 2025.12		0.844
MobileVLM-V2 2024.10		0.843
MobileVLM-V2 2025.01		0.843
LLaVA-v1.5-Phi-1.5 2024.10		0.841
LLaVA-v1.5-Phi-1.5 2025.01		0.841
D-Dit 2025.01		0.84
Show-o 2025.01		0.8
Show-o 2025.12		0.8
InstructBLIP 2024.10		0.789
InstructBLIP 2025.01		0.789
LLAVA 2024.10		0.763
LLaVA 2025.01		0.763
LWM 2024.10		0.752
LWM 2025.01		0.752
Show-o 2024.10		0.738
Show-o 2025.01		0.738