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Multimodal Understanding on DeepSeek-VL2 Evaluation Suite
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72.68
Average Score
Baseline
66.3672
68.0061
69.645
71.2839
Nov 22, 2025
Average Score
Performance Drop
FLOPs Saving (%)
Updated 26d ago
Evaluation Results
Method
Method
Links
Average Score
Performance Drop
FLOPs Saving (%)
Baseline
Token Retention Rate=100%
2025.11
72.68
0
0
FastMMoE*
Token Retention Rate=75%
2025.11
72.49
0.19
21.09
FastV
Token Retention Rate=75%
2025.11
72.18
0.5
21.09
FastMMoE*
Token Retention Rate=50%
2025.11
71.94
0.74
43.07
FastV
Token Retention Rate=50%
2025.11
71.91
0.77
43.07
SparseVLM
Token Retention Rate=75%
2025.11
71.72
0.96
21.09
FastMMoE*
Token Retention Rate=25%
2025.11
70.32
2.36
63.66
SparseVLM
Token Retention Rate=50%
2025.11
70.31
2.37
43.07
FastV
Token Retention Rate=25%
2025.11
70.02
2.66
63.66
SparseVLM
Token Retention Rate=25%
2025.11
66.61
6.07
63.66
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