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Benchmarks
Object Detection on Aquarium
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53.1
AP
DyHead-Swin-L
14.516
24.533
34.55
44.567
Nov 22, 2021
AP
mAP
AP@0.50
AP@0.75
Updated 1mo ago
Evaluation Results
Method
Method
Links
AP
mAP
AP@0.50
AP@0.75
DyHead-Swin-L
Protocol=Fine-tuned, C...
2021.11
53.1
-
-
-
Florence
Protocol=Zero-shot
2021.11
43.1
-
-
-
DyHead-Swin-L
Protocol=Fine-tuned, C...
2021.11
39
-
-
-
ZSD
Protocol=Zero-shot
2021.11
16
-
-
-
Zero-shot
2025.10
-
11.9
20.3
11.6
CLIP-Style Prompts
2025.10
-
11.6
19.7
11.2
IPS
2025.10
-
12.4
21.5
12.1
VLOD-TTA
2025.10
-
14.5
25.1
14.8
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