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Benchmarks
Vision-Language Understanding (Image) on RefCOCO Resolution-Sensitive and General
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70.4
Absolute Macro Score
PARCEL
63.64
65.395
67.15
68.905
May 28, 2026
Absolute Macro Score
Mean Retention Rate
Updated 5d ago
Evaluation Results
Method
Method
Links
Absolute Macro Score
Mean Retention Rate
PARCEL
Visual Budget=256 Tokens
2026.05
70.4
95.1
PARCEL
Visual Budget=64 Tokens
2026.05
70.1
94.7
MQT
Visual Budget=256 Tokens
2026.05
69.1
93.3
MQT
Visual Budget=64 Tokens
2026.05
68.1
91.6
M3
Visual Budget=256 Tokens
2026.05
67.6
91.1
M3
Visual Budget=64 Tokens
2026.05
66.5
89.2
PARCEL
Visual Budget=16 Tokens
2026.05
64.8
86.8
MQT
Visual Budget=16 Tokens
2026.05
64.3
85.8
M3
Visual Budget=16 Tokens
2026.05
63.9
85.2
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