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Benchmarks
Multi-modal Instruction Following on LLaVA-Wild
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69.8
Average Score
VisNec
58.36
61.33
64.3
67.27
Jan 31, 2026
Feb 4, 2026
Feb 9, 2026
Feb 14, 2026
Feb 19, 2026
Feb 24, 2026
Mar 1, 2026
Average Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
Average Score
VisNec
Sampling Ratio=15% (98...
2026.03
69.8
Full-Data(665K)
Sampling Ratio=100% (6...
2026.03
67.9
CNS
base_method=VCD
2026.01
66.84
CoIDO
Sampling Ratio=15% (98...
2026.03
66.7
CNS
base_method=Vanilla
2026.01
65.92
PreSel
Sampling Ratio=15% (98...
2026.03
65.6
ICONS
Sampling Ratio=15% (98...
2026.03
65.3
TypiClust
Sampling Ratio=15% (98...
2026.03
65.2
COINCIDE
Sampling Ratio=15% (98...
2026.03
64.9
Vanilla
2026.01
64.8
VCD
2026.01
63.28
XMAS
Sampling Ratio=15% (98...
2026.03
62.4
IFD
Sampling Ratio=15% (98...
2026.03
62.3
CLIP-Score
Sampling Ratio=15% (98...
2026.03
61.3
Self-Filter
Sampling Ratio=15% (98...
2026.03
60.6
EL2N
Sampling Ratio=15% (98...
2026.03
59
Random
Sampling Ratio=15% (98...
2026.03
58.8
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