PANDA
Benchmarks
TaskDatasetSOTA resultTrendResults
PANDA
83.11F1 Score
55
PANDA
78.6Accuracy
32
PANDA
79.91Accuracy
30
Panda 100-shot (train)
3.04FID
28
PANDA
79.8Accuracy
25
PANDA
60Macro F1 Score
23
PANDA (test)
57Macro F1 Score
23
PANDA
64Top-1 Macro Avg F1
23
PANDA
58MV@5 Accuracy
23
PANDA (Public)
60MV@3 Accuracy
23
PANDA held-out (test)
76.6F1 Score
22
PANDA (test)
48.9NLL
22
Panda-70M
35.87PSNR
21
PANDA
27Balanced Accuracy
20
PANDA (grading)
0.937Cohen's Kappa
20
PANDA (test)
73.5Accuracy
19
PANDA
74.6Accuracy
18
PANDA C=6
94.28Weighted Kappa
16
PANDA (test)
81.98Accuracy
15
Panda low-shot 100-shot
6.93FID
15
PANDA
27.35MSKcond
14
PANDA (test)
3.4MSKcond
14
PANDA Fine-level
55.07Accuracy (ACC)
13
PANDA Coarse-level
71.29Accuracy
13
PANDA
54.6Accuracy
13