MSCOCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MSCOCO
9.8Local FID
5
MSCOCO
13.22Local FID
5
MSCOCO CN (5K)
6,130R@1
5
MSCOCO EN
58.6R@1
5
MSCOCO EN
42.9R@1
5
MSCOCO (test)
26.9BLEU
5
MSCOCO Meta-Dataset (unseen)
67.4Recall@1
5
MSCOCO 2014 (test)
65.1mAP
5
MSCOCO 1,000 images 2014 (test)
24.6BLEU-4
5
MSCOCO
16.4Storage (GB)
4
MSCOCO RagVL (randomly sampled 200 prompts)
0.82AUC
4
MSCOCO M50 occlusion (val)
33.7mAP (Mask)
4
MSCOCO M30 occlusion (val)
36.9mAP (Mask)
4
MSCOCO Clean (val)
41.1mAP (Mask)
4
MSCOCO 5K 2017 (val)
22.06FID
4
MSCOCO 2 modal
46.1BLEU-1
4
MSCOCO 2 modal
0.47Gap
4
MSCOCO Karpathy (test)
0.829S-CLIP Score
4
MSCOCO Karpathy (test)
45.2R@1
4
MSCOCO OC
40.81Accuracy
4
MSCOCO MCI
51.68Accuracy
4
MSCOCO (1000 prompts)
47.91FID
4
MSCOCO (randomly sampled 100 images)
4.67Descriptiveness
4
MSCOCO 2017
61.1AP (Box)
4
MSCOCO En
40.7BLEU@4
4