COCO
Benchmarks
TaskDatasetSOTA resultTrendResults
COCO 2017 (test-dev)
55.7PQ
41
MS-COCO
64.8BA Attack Resilience
40
COCO
90.1mAP
40
COCO Object
38.7mIoU
40
MS COCO
1.83Interpretation Error Rate
40
MS COCO 20i
57.8COCO-20^0 Fold Score
40
COCO
73.2mIoU
39
MS-COCO
50.3AP
38
COCO-20i (4-fold cross-validation)
49.26mIoU (Fold 0)
38
COCO (test)
5.85FID
38
COCO 256 x 256 2014 (val)
3.22FID
37
COCO 500 images
74.4CHAIR Score (Scene)
36
MS COCO
0.865CLIPScore
36
COCO
78.6Semantic Consistency Score
36
COCO 2017
0.514PQ
36
MS COCO
50.6mIoU
36
COCO Captioning
81.7CIDEr
35
COCO captions 2014 (val)
12.3CHAIR (scene)
35
COCO-O
59.1AP
35
COCO 2014
5.31FID
34
COCO-Object with background class
67.9mIoU
34
MS-COCO 30-shot (novel classes)
45.8nAP (Novel)
34
COCO-SP LRGB (test)
43.98F1 Score
33
COCO20K 2014 (train)
71.9CorLoc
33
MS-COCO 5% labeled protocol
32.1mAP
33