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Text-to-Music configuration generation on Held-out 200 prompts (test)
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0.163
CLAP Score (mean)
Embed. Lookup
0.11516
0.12758
0.14
0.15242
Jul 1, 2026
CLAP Score (mean)
Schema Valid %
Config Gen Time (s)
Synth Time (s)
Total Time (s)
Updated 24d ago
Evaluation Results
Method
Method
Links
CLAP Score (mean)
Schema Valid %
Config Gen Time (s)
Synth Time (s)
Total Time (s)
Embed. Lookup
Method=nearest-neighbo...
2026.07
0.163
100
0.3
0.79
1.2
Gemini 3 Flash Preview
Provider=Google, Mode=...
2026.07
0.158
89
5.6
0.73
6.5
SFT Fine-tuned (270M)
Backbone=Gemma 3 (unsl...
2026.07
0.14
91
99.5
0.47
100.2
Random Baseline
Description=uniformly...
2026.07
0.139
100
0.01
0.56
0.7
Claude Opus 4.5
Provider=Anthropic, Mo...
2026.07
0.137
100
11.9
0.57
12.6
Base Untrained (270M)
Backbone=Gemma 3 (unsl...
2026.07
0.117
100
59.1
0.38
59.7
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