DREAM
Benchmarks
TaskDatasetSOTA resultTrendResults
DREAM (test)
91.8Accuracy
23
DREAM Overall Average
0.976PLCC (Overall Average)
22
DREAM (test-3)
0.975PLCC
22
DREAM (test-2)
0.976PLCC
22
DREAM (Test-1)
97.7PLCC
22
DREAM
98.77Accuracy
22
Dream-1K
48.21Precision
21
DREAM (dev)
90Accuracy
21
DREAM (test)
91.8Accuracy
21
DREAM-real Panda 3CAM-AK
90.2AUC
19
Dream 1k
20.8Rouge-L
15
DREAM
69.2Accuracy
15
DREAM (test)
67.3Overall Defense Score
12
DREAM-real Panda ORB
87.6AUC
12
DREAM-real Panda 3CAM-RS
91.9AUC
12
DREAM-1K
42.7F1-Score
11
Dream1k
29.5F1 Score
11
DREAM-1K Overall 1.0 (test)
40.1F1 Score
11
DREAM-1K Stock 1.0 (test)
44F1 Score
11
DREAM-1K Shorts 1.0 (test)
40.9F1 Score
11
DREAM-1K YouTube 1.0 (test)
34.5F1 Score
11
DREAM-1K Animation 1.0 (test)
37.1F1
11
DREAM (dev)
89.9Accuracy
10
Dream Base
2.03QPS (gamma=4)
9
DREAM
69.51Accuracy
9