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Benchmarks
Scientific Multimodal MCQA on SciFIBench
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58
Accuracy
SCICON
39.8
44.525
49.25
53.975
Mar 30, 2026
Accuracy
F1 Score
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
SCICON
Backbone=Qwen 3.5 9B
2026.03
58
57.55
VCD
Backbone=Qwen 3.5 9B
2026.03
55.9
55.55
Greedy
Backbone=Qwen 3.5 9B
2026.03
55.1
54.67
SCICON
Backbone=Phi-3.5-visio...
2026.03
54.9
55.02
VCD
Backbone=Phi-3.5-visio...
2026.03
53.5
53.75
ICD
Backbone=Qwen 3.5 9B
2026.03
53
52.13
SCICON
Backbone=Qwen 3.5 4B
2026.03
48.7
46.99
Greedy
Backbone=Phi-3.5-visio...
2026.03
48.6
48.47
ICD
Backbone=Phi-3.5-visio...
2026.03
47.1
46.86
Greedy
Backbone=Qwen 3.5 4B
2026.03
46.2
44.93
VCD
Backbone=Qwen 3.5 4B
2026.03
45.4
44
ICD
Backbone=Qwen 3.5 4B
2026.03
40.5
38.23
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