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Text-to-image concept steering on 167 held-out concepts (test)
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83.1
Stage 1 Input Fidelity (VLM)
Prompting
69.58
73.09
76.6
80.11
May 7, 2026
Stage 1 Input Fidelity (VLM)
Stage 1 Input Fidelity (Human)
Stage 2 Concept Fidelity (VLM)
Stage 2 Concept Fidelity (Human)
Updated 22d ago
Evaluation Results
Method
Method
Links
Stage 1 Input Fidelity (VLM)
Stage 1 Input Fidelity (Human)
Stage 2 Concept Fidelity (VLM)
Stage 2 Concept Fidelity (Human)
Prompting
Model=DMD2
2026.05
83.1
57.7
30.5
29.7
Prompting
Model=Nitro-1-PixArt
2026.05
82.7
51.7
37
29.6
HyperTransport
Model=Nitro-1-PixArt
2026.05
71.1
39.9
63
70.4
HyperTransport
Model=DMD2
2026.05
70.1
43.7
69.5
70.3
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