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person_and_head_detection

Object Detection
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crowdhuman
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2

docs: replace AR table values with Recall@0.5 (R@50)

#2
by NikhilSandy - opened
base: refs/heads/main
←
from: refs/pr/2
Discussion Files changed
+12
-12
Files changed (2) hide show
  1. README.md +10 -10
  2. TechnicalReport.pdf +2 -2
README.md CHANGED
@@ -33,21 +33,21 @@ Across the evaluated compact models, RT-DETRv4-S with C-RADIOv4-SO400M is the st
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  | Model | mAP | AR |
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  |---|---:|---:|
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- | RT-DETRv4-S (C-RADIOv4-SO400M) | **0.8410** | **0.6524** |
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- | RT-DETRv4-S (DINOv3 Base) | <u>0.8319</u> | <u>0.6456</u> |
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- | YOLOv8-S | 0.8263 | 0.6092 |
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- | YOLO26-S | 0.8163 | 0.6333 |
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- | RF-DETR-S | 0.8006 | 0.5823 |
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  **Table 2.** Head detection results on CrowdHuman validation (ignore-region mode 1). Best in **bold**, second-best <u>underlined</u>.
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  | Model | mAP | AR |
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  |---|---:|---:|
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- | RT-DETRv4-S (C-RADIOv4-SO400M) | **0.7881** | **0.5350** |
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- | RT-DETRv4-S (DINOv3 Base) | <u>0.7710</u> | <u>0.5207</u> |
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- | YOLO26-S | 0.7590 | 0.5013 |
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- | YOLOv8-S | 0.7336 | 0.4580 |
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- | RF-DETR-S | 0.6990 | 0.4500 |
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  **Table 3.** Visible-person mAP of default COCO-pretrained checkpoints evaluated on CrowdHuman validation. Best in **bold**, second-best <u>underlined</u>.
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  | Model | mAP | AR |
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  |---|---:|---:|
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+ | RT-DETRv4-S (C-RADIOv4-SO400M) | **0.8410** | **0.9081** |
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+ | RT-DETRv4-S (DINOv3 Base) | <u>0.8319</u> | <u>0.9048</u> |
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+ | YOLOv8-S | 0.8263 | 0.8886 |
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+ | YOLO26-S | 0.8163 | 0.8940 |
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+ | RF-DETR-S | 0.8006 | 0.8682 |
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  **Table 2.** Head detection results on CrowdHuman validation (ignore-region mode 1). Best in **bold**, second-best <u>underlined</u>.
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  | Model | mAP | AR |
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  |---|---:|---:|
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+ | RT-DETRv4-S (C-RADIOv4-SO400M) | **0.7881** | **0.8178** |
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+ | RT-DETRv4-S (DINOv3 Base) | <u>0.7710</u> | <u>0.8025</u> |
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+ | YOLO26-S | 0.7590 | 0.7955 |
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+ | YOLOv8-S | 0.7336 | 0.7514 |
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+ | RF-DETR-S | 0.6990 | 0.7350 |
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  **Table 3.** Visible-person mAP of default COCO-pretrained checkpoints evaluated on CrowdHuman validation. Best in **bold**, second-best <u>underlined</u>.
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TechnicalReport.pdf CHANGED
@@ -1,3 +1,3 @@
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