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Benchmarks
Structure-aware retrieval on DiagramBank
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87
MRR
Qwen3 + LoRA
8.272
28.711
49.15
69.589
May 27, 2026
MRR
Accuracy
Recall@1
Recall@5
F1-score
Updated 1mo ago
Evaluation Results
Method
Method
Links
MRR
Accuracy
Recall@1
Recall@5
F1-score
Qwen3 + LoRA
LoRA=true
2026.05
87
84.8
84.8
89.4
84.8
Qwen3
LoRA=false
2026.05
85.6
83.6
83.6
87.5
83.6
SIGLIP2
2026.05
45.3
38.6
38.6
51.3
38.6
SIGLIP
2026.05
31.8
24.9
24.9
38.8
24.9
SKetch_LVM
2026.05
15
10.7
10.7
17.8
10.7
OpenCLIP
2026.05
11.3
7.7
7.7
13.2
7.7
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