PASCAL
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Pascal-5^i 1-way 1-shot
87.2Accuracy (S^0)
8
PASCAL
84.2mAP
8
PASCAL-5^i (test)
0.19Inference Time (s)
8
PASCAL
83.63Micro-F1
7
PASCAL-Context
0.594mIoU
7
Pascal 5i
88.4mIoU
6
PASCAL 1/16
78.5mIoU
6
Pascal (test)
82F1 Score
6
PASCAL-5i
71.6Base Accuracy
6
PASCAL-10^i (novel)
70.26Base mIoU
6
Pascal 15-shot
1.229MSE
6
Pascal 10-shot
1.462MSE
6
attribute PASCAL 2008 (test)
63mAP
6
PASCAL attribute 2008 (test)
46.1mAP
6
Pascal-50S cultural subset
-0.5Median Sensitivity (%)
5
Pascal-50S
-2.2Median % Change vs. Neutral
5
Pascal Horse
65.7mIoU
5
Pascal
66.2F1 Score
5
Pascal-5i
72.1mIoU
5
Pascal-5^i 1-shot (test)
55.51-way mIoU
5
Pascal-5^i 1-shot (test)
85.71-way Acc
5
Pascal-5i 2-way 1-shot
70.3Classification 0/1 Ratio (S0)
5
Pascal-5i 1-way 1-shot
86.9Classification 0/1 Exact Ratio (S0)
5
Pascal Car
72.1mIoU
4
PASCAL
32.8Mask AP@50
4