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Benchmarks
Scientific Multimodal MCQA on MMSci
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52.71
Accuracy
SCICON
33.0332
38.1416
43.25
48.3584
Mar 30, 2026
Accuracy
F1 Score
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
SCICON
Backbone=Phi-3.5-visio...
2026.03
52.71
29.93
SCICON
Backbone=Qwen 3.5 9B
2026.03
52.14
33.91
VCD
Backbone=Phi-3.5-visio...
2026.03
51.95
34.59
VCD
Backbone=Qwen 3.5 9B
2026.03
49.29
32.35
Greedy
Backbone=Phi-3.5-visio...
2026.03
47.78
34.43
ICD
Backbone=Qwen 3.5 9B
2026.03
46.65
24.14
Greedy
Backbone=Qwen 3.5 9B
2026.03
46.54
27.34
ICD
Backbone=Phi-3.5-visio...
2026.03
46.32
31.38
SCICON
Backbone=Qwen 3.5 4B
2026.03
43.44
19.06
VCD
Backbone=Qwen 3.5 4B
2026.03
40.85
26.58
Greedy
Backbone=Qwen 3.5 4B
2026.03
38.83
19.41
ICD
Backbone=Qwen 3.5 4B
2026.03
33.79
14.83
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