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Benchmarks
Multi-label Multimodal Classification on MM-IMDb 70% missing rate (test)
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51.5
Text F1 (Macro)
AOEPT
47.0488
48.2044
49.36
50.5156
May 24, 2026
Text F1 (Macro)
Image F1 (Macro)
Both F1 (Macro)
Average F1 (Macro)
Updated 8d ago
Evaluation Results
Method
Method
Links
Text F1 (Macro)
Image F1 (Macro)
Both F1 (Macro)
Average F1 (Macro)
AOEPT
Backbone=CLIP ViT-B/16...
2026.05
51.5
54.86
53.31
53.22
DCP
Backbone=CLIP ViT-B/16...
2026.05
49.99
52.77
50.7
51.15
SyP
Backbone=CLIP ViT-B/16...
2026.05
49.68
53.19
52.77
51.88
MemPrompt
Backbone=CLIP ViT-B/16...
2026.05
49.55
52.83
50.4
50.93
MAPs
Backbone=CLIP ViT-B/16...
2026.05
49.17
51.82
50.09
50.36
RAGPT
Backbone=CLIP ViT-B/16...
2026.05
49.02
51.52
49.96
50.17
LB (CLIP)
Backbone=CLIP ViT-B/16...
2026.05
47.22
51.32
49.53
49.36
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