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Benchmarks
Object Detection on COCO Open-vocabulary 2 (test)
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45
mAP50 (Box, All)
Detic
11.72
20.36
29
37.64
Jan 7, 2022
mAP50 (Box, All)
mAP50 (Box, Novel)
mAP50 (Box, Base)
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP50 (Box, All)
mAP50 (Box, Novel)
mAP50 (Box, Base)
Detic
Backbone=ResNet50-C4,...
2022.01
45
27.8
47.1
Base-only
Backbone=ResNet50-C4,...
2022.01
39.9
0
49.9
OVR-CNN
Backbone=ResNet50-C4,...
2022.01
39.9
22.8
46
Base-only (CLIP)
Backbone=ResNet50-C4,...
2022.01
39.3
1.3
48.7
PL
Backbone=ResNet50-C4,...
2022.01
27.9
4.12
35.9
SB
Backbone=ResNet50-C4,...
2022.01
24.9
0.31
29.2
WSDDN
Backbone=ResNet50-C4,...
2022.01
24.6
20.5
23.4
Cap2Det
Backbone=ResNet50-C4,...
2022.01
20.1
20.3
20.1
DELO
Backbone=ResNet50-C4,...
2022.01
13
3.41
13.8
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