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Benchmarks
Image-centric Multimodal Understanding on SEED-I
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76.3
Score
NEO
28.772
41.111
53.45
65.789
Oct 16, 2025
Score
Updated 3d ago
Evaluation Results
Method
Method
Links
Score
NEO
LLM=Qwen3-8B, # Data=3...
2025.10
76.3
Encoder-Based
LLM=Qwen3-8B, # Data=>...
2025.10
76.2
NEO
LLM=Qwen3-1.7B, # Data...
2025.10
74.2
Encoder-Based
LLM=Qwen3-1.7B, # Data...
2025.10
73.6
SAIL
LLM=Mistral-7B, # Data...
2025.10
72.9
EVEv2
LLM=Qwen2.5-7B, # Data...
2025.10
71.4
HoVLE
LLM=InternLM2-1.8B, #...
2025.10
70.9
OneCAT
LLM=Qwen2.5-1.5B, # Da...
2025.10
70.9
VoRA
LLM=Qwen2.5-7B, # Data...
2025.10
68.9
Emu3
LLM=from scratch, # Da...
2025.10
68.2
Mono-InternVL
LLM=InternLM2-1.8B, #...
2025.10
67.4
Mono-InternVL-1.5
LLM=InternLM2-1.8B, #...
2025.10
66.9
EVE
LLM=Vicuna-7B, # Data=...
2025.10
64.6
SOLO
LLM=Mistral-7B, # Data...
2025.10
64.4
Fuyu
LLM=Persimmon-8B, # Da...
2025.10
59.3
Chameleon
LLM=from scratch, # Da...
2025.10
30.6
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