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Benchmarks
Multimodal Understanding on SEEDB
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0.693
Score
UniWeTok-Chat
0.52764
0.57057
0.6135
0.65643
Feb 15, 2026
Score
Updated 3d ago
Evaluation Results
Method
Method
Links
Score
UniWeTok-Chat
Pretrained-LLM=Qwen3-8...
2026.02
0.693
Harmon
Pretrained-LLM=Qwen2.5...
2026.02
0.671
LLaVA-1.6(HD)
Pretrained-LLM=Vicuna-...
2026.02
0.647
LLaVA-1.5
Pretrained-LLM=Vicuna-...
2026.02
0.643
TokenFlow-L
Pretrained-LLM=Vicuna-...
2026.02
0.626
VILA
Pretrained-LLM=LLaMA2-...
2026.02
0.611
mPLUG-Owl2
Pretrained-LLM=LLaMA2-...
2026.02
0.578
EVE-7B(HD)
Pretrained-LLM=Vicuna-...
2026.02
0.568
VILA-U
Pretrained-LLM=LLaMA2-...
2026.02
0.563
InstructBLIP
Pretrained-LLM=Vicuna-...
2026.02
0.534
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