DreamBench
Benchmarks
TaskDatasetSOTA resultTrendResults
DreamBench
81.6DINO Score
113
DreamBench
0.823DINO Score
30
DreamBench (test)
0.774DINO Score
25
DreamBench (test)
0.774DINO Score
21
DreamBench
35.3CLIP-T
17
DreamBench v1 (test)
0.852DINO Score
11
DreamBench++ Multiple-Object
0.568DINO-I Score
10
DreamBench
88.5CLIP-I Score
10
DreamBench 5 (test)
0.953CLIP-I
9
DreamBench multi-subject (test)
74.5CLIP-I Score
8
DreamBench++
0.763H-H Score
8
DreamBench subject generation
0.672DINO Score
8
DreamBench v2 (test)
90Subject Fidelity Score
8
DreamBench++
68CP (Animal)
7
DreamBench 30 distinct personalized subjects
0.377CLIP-T
7
DreamBench++ Single-Object
0.874DINO-I Score
6
DreamBench (test)
80.4Subject Alignment Win Rate
6
DreamBench
17.6Azimuth Angle Error
5
DreamBench
25.7Azimuth Accuracy
5
DreamBench
37Subject Fidelity
5
DreamBench-Abs Single-Concept 1.0
0.73CP
5
DreamBench-Abs Multi-Concept 1.0
0.7CP
5
Dreambench++
55.9Concept Preservation
5
DreamBench++
0.748Spearman Correlation
4
DreamBench
—Primary metric
0