MS-COCO
Benchmarks
TaskDatasetSOTA resultTrendResults
MS-COCO 2014 (test)
78.7BLEU-4
43
MS COCO 2017 (test-dev)
79.2AP
43
MS-COCO
100TPR@1%FPR
42
MS-COCO 2017
28.43PSNR
42
MS-COCO 30k (val)
4.31FID
42
MS-COCO 2014
0.001MSE
42
MS-COCO 2017
26.91FID
41
MS-COCO 30K (test)
4.88FID
41
MS COCO 2014 (val)
70.4mAP@.5
41
MS-COCO
96.4R@5
39
MS-COCO
49.9mAP
37
MS COCO Novel Classes
30.2mAP
37
MS COCO (train val)
32.87AP
37
MS COCO 2014 (val)
21.1CHAIRi
36
MS-COCO 5-fold 1K (test)
91R@1
35
MS-COCO 5-fold 1K (test)
90.9R@1
35
MS-COCO 5K full (test)
77Recall@1
35
MS-COCO (val)
6.09FID
35
MS-COCO 5K 2017 (val)
23.21FID
34
MS-COCO 5k samples Stable Diffusion v1.5 (test)
31.78CLIP Score
34
MS-COCO 10-shot (novel classes)
44nAP
34
MS-COCO 5-fold 1K (test)
81.6R@1
33
MS-COCO Adversarial
76.64Accuracy
33
MS-COCO 2017 (val)
1.8rFID
33
MS COCO 2014 (val)
54.14AP^m
33