Text-to-image Generation on MMA-Diffusion (test)
39.9ASROriginal
Evaluation Results
| Method | Links | |
|---|---|---|
| OriginalAlpha=02026.06 | 39.9 | |
| String-based Steering2026.06 | 39.9 | |
| OriginalAlpha=02026.06 | 30.3 | |
| OriginalAlpha=02026.06 | 27.9 | |
| Random Vector2026.06 | 23.4 | |
| Random Vector2026.06 | 20 | |
| String-based Steering2026.06 | 18.2 | |
| Random Vector2026.06 | 14.3 | |
| MLPSource LLM=Llama3.1-8B2026.06 | 9.6 | |
| RidgeSource LLM=Qwen3.5-9B2026.06 | 9.4 | |
| String-based Steering2026.06 | 8.8 | |
| MLPSource LLM=Qwen3.5-9B2026.06 | 8.5 | |
| RidgeSource LLM=Mistral-7B2026.06 | 8.2 | |
| SVDSource LLM=Llama3.1-8B2026.06 | 7.6 | |
| MLPSource LLM=Llama3.1-8B2026.06 | 7.6 | |
| RidgeSource LLM=Llama3.1-8B2026.06 | 7.5 | |
| MLPSource LLM=Mistral-7B2026.06 | 6.9 | |
| Native (Target)2026.06 | 6.7 | |
| RidgeSource LLM=Llama3.1-8B2026.06 | 6.4 | |
| MLPSource LLM=Qwen3.5-9B2026.06 | 6.4 | |
| MLPSource LLM=Mistral-7B2026.06 | 6.3 | |
| MLPSource LLM=Llama3.1-8B2026.06 | 6.2 | |
| MLPSource LLM=Mistral-7B2026.06 | 5.6 | |
| RidgeSource LLM=Mistral-7B2026.06 | 5.5 | |
| SVDSource LLM=Qwen3.5-9B2026.06 | 5.5 | |
| RidgeSource LLM=Mistral-7B2026.06 | 5.5 | |
| RidgeSource LLM=Llama3.1-8B2026.06 | 5.4 | |
| Native (Target)2026.06 | 5.2 | |
| RidgeSource LLM=Qwen3.5-9B2026.06 | 5.2 | |
| RidgeSource LLM=Qwen3.5-9B2026.06 | 5.1 | |
| SVDSource LLM=Mistral-7B2026.06 | 4.7 | |
| MLPSource LLM=Qwen3.5-9B2026.06 | 4.6 | |
| Native (Target)2026.06 | 4 | |
| SVDSource LLM=Qwen3.5-9B2026.06 | 3.4 | |
| SVDSource LLM=Llama3.1-8B2026.06 | 2.2 | |
| SVDSource LLM=Mistral-7B2026.06 | 1.6 | |
| SVDSource LLM=Llama3.1-8B2026.06 | 0.1 | |
| SVDSource LLM=Mistral-7B2026.06 | 0.1 | |
| SVDSource LLM=Qwen3.5-9B2026.06 | 0.1 |