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Benchmarks
Humanitarian classification on CrisisMMD (test)
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83.4
Macro F1
FCLIP
45.544
55.372
65.2
75.028
Mar 19, 2026
Macro F1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Macro F1
FCLIP
Modality=T+I
2026.03
83.4
VLTCrisis
Modality=T+I
2026.03
82.2
IncBERT
Modality=T+I
2026.03
80.4
GPT4
Modality=T+I
2026.03
67.3
LLORA
Modality=Text (T)
2026.03
66
FMLS
Modality=T+I
2026.03
65.1
RACLC
Modality=Text (T)
2026.03
64
VCNN
Modality=T+I
2026.03
63.3
JOMT
Modality=Text (T)
2026.03
63
SCNN
Modality=Image (I)
2026.03
63
VGGI
Modality=Image (I)
2026.03
62.3
DNET
Modality=Image (I)
2026.03
60.5
RNET
Modality=Image (I)
2026.03
59.5
CNNT
Modality=Text (T)
2026.03
47
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