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Benchmarks
Document Layout Analysis on D4LA
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70.3
mAP
DocLayout-YOLO
59.588
62.369
65.15
67.931
Oct 16, 2024
mAP
AP50
mAP (IoU 0.50:0.95)
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP
AP50
mAP (IoU 0.50:0.95)
DocLayout-YOLO
Backbone=v10m++, Pretr...
2024.10
70.3
82.4
-
VGT
Backbone=ViT-B, Pretra...
2024.10
68.8
-
-
YOLO-v10
Backbone=v10m
2024.10
68.6
80.7
-
DiT-Cascade-L
Backbone=ViT-L, Pretra...
2024.10
68.2
80.1
-
DiT-Cascade-B
Backbone=ViT-B, Pretra...
2024.10
67.7
79.8
-
DINO-4scale
Backbone=R50, Pretrain...
2024.10
64.7
76.9
-
LayoutLMv3-B
Backbone=ViT-B, Pretra...
2024.10
60
72.6
-
VGT
2026.03
-
-
68.8
LayoutLMv3
2026.03
-
-
62.6
PromptDLA
Model=LayoutLMv3
2026.03
-
-
63.1
DiT
2026.03
-
-
67.7
PromptDLA
Model=DiT
2026.03
-
-
69.1
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