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Benchmarks
Multimodal Named Entity Recognition on MNER-MI
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85.1
F1 Score
Qwen2.5VL-7B + MRSI + CVO
76.572
78.786
81
83.214
Feb 4, 2026
Feb 21, 2026
Mar 11, 2026
Mar 28, 2026
Apr 15, 2026
May 2, 2026
May 20, 2026
F1 Score
Precision
Recall
Gain
Updated 13d ago
Evaluation Results
Method
Method
Links
F1 Score
Precision
Recall
Gain
Qwen2.5VL-7B + MRSI + CVO
Backbone=Qwen2.5VL-7B,...
2026.02
85.1
84.1
86.2
-
MimoVL-7B + MRSI + CVO
Backbone=MimoVL-7B, Tr...
2026.02
84.8
84.7
85
-
Qwen2.5VL-7B + SFT
Backbone=Qwen2.5VL-7B,...
2026.02
83.8
84
83.6
-
MimoVL-7B + MRSI
Backbone=MimoVL-7B, Tr...
2026.02
83.3
83.2
83.4
-
Qwen2.5VL-7B + MRSI
Backbone=Qwen2.5VL-7B,...
2026.02
82
82.1
81.8
-
MimoVL-7B + SFT
Backbone=MimoVL-7B, Tr...
2026.02
81.23
81.8
80.8
-
SAVER
2026.05
77.3
-
-
0.4
GLRA-adapt
2026.05
76.9
-
-
-
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