COCO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
COCO SANSA Human Prompt (HP) 160 images (test)
42.98mIoU
6
COCO SANSA Average 7.5k images (test)
37.46mIoU
6
COCO SANSA EXSP+LLMJ 1.5k images (test)
38.63mIoU
6
COCO SANSA EXSP 2k images (test)
39.39mIoU
6
COCO SANSA DISP 2k images (test)
36.76mIoU
6
COCO SANSA DISP w/o LLM 2k images (test)
38.08mIoU
6
COCO
17.3Image Retrieval @ 1 (IR@1)
6
COCO (test)
29.65PSNR
6
COCO (test)
27.66PSNR
6
COCO (val)
52.5mAP50-95
6
COCO (val)
212.2Capacity
6
COCO 2014
23.2mAP@.5:.95
6
COCO-10k (val)
30.86FID
6
COCO
78.6Clean Consistency
6
COCO
32.3mBOi Score
6
COCO subset
3.781EA
6
COCO subset
3.728EA
6
COCO subset
3.818EA
6
COCO subset
3.796EA
6
COCO
99Accuracy
6
COCO
88.37QVR
6
COCO_exc Small 2017 (val)
56.9mIoU
6
COCO_exc Medium 2017 (val)
59.5mIoU
6
COCO Object
43.2mIoU
6
COCO
78.6GPT-4 Consistency (Clean)
6