Zero-Shot Semantic Segmentation on MESS

Metric: Mean IoU (higher is better)

LeaderboardDataset

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#	Model↕	Mean IoU▼	Extra Data	Paper	Date↕	Code
1	CAT-Seg-L	38.14	No	-	-	-
2	CAT-Seg-H	35.66	No	-	-	-
3	CAT-Seg-B	33.74	No	-	-	-
4	SAN-L	30.06	No	-	-	-
5	Grounded-SAM-L	29.05	No	-	-	-
6	Grounded-SAM-H	28.78	No	-	-	-
7	Grounded-SAM-B	28.52	No	-	-	-
8	OVSeg-L	26.94	No	-	-	-
9	SAN-B	26.74	No	-	-	-
10	OpenSeeD-T	24.33	No	-	-	-
11	ZSSeg-B	22.73	No	-	-	-
12	X-Decoder-T	19.8	No	-	-	-
13	ZegFormer-B	17.57	No	-	-	-

#1CAT-Seg-L
38.14
Mean IoU
No paper
#2CAT-Seg-H
35.66
Mean IoU
No paper
#3CAT-Seg-B
33.74
Mean IoU
No paper
#4SAN-L
30.06
Mean IoU
No paper
#5Grounded-SAM-L
29.05
Mean IoU
No paper
#6Grounded-SAM-H
28.78
Mean IoU
No paper
#7Grounded-SAM-B
28.52
Mean IoU
No paper
#8OVSeg-L
26.94
Mean IoU
No paper
#9SAN-B
26.74
Mean IoU
No paper
#10OpenSeeD-T
24.33
Mean IoU
No paper
#11ZSSeg-B
22.73
Mean IoU
No paper
#12X-Decoder-T
19.8
Mean IoU
No paper
#13ZegFormer-B
17.57
Mean IoU
No paper