I2P
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Nudity Erasure | I2P | Total Count743 | 38 | |
| Explicit Content Removal | I2P | Armpits Count2 | 28 | |
| Safe Text-to-Image Generation | I2P | Inappropriate Probability4 | 23 | |
| Concept Unlearning | I2P | I2P0.0011 | 17 | |
| Nudity Erasure | I2P 1.0 (test) | ASR (UD Attack)90.27 | 16 | |
| Inappropriate Content Erasing | I2P | I2P (%)17.8 | 14 | |
| Concept Erasure | I2P | ASR (%)2.4 | 14 | |
| Safe Text-to-Image Generation | I2P | ASR0.023 | 13 | |
| Safe Image Generation | I2P | Average Violation Frequency11 | 13 | |
| Erase Effectiveness | I2P sexual 1.0 (test) | Total Erased Count1,070 | 13 | |
| Unsafe image generation | I2P (test) | ASR (Q16)25.46 | 12 | |
| Violence Erasure | I2P | Total1,086 | 12 | |
| Common Robustness | I2P | ASR0.7 | 12 | |
| Jailbreak Attack | I2P | SC ASR (4 attempts)89.77 | 11 | |
| Text-to-Image Adversarial Attack | I2P matching categories subset | Bypass Rate96.7 | 11 | |
| Nudity Unlearning | I2P | ESD71.83 | 11 | |
| Explicit Content Unlearning | I2P | Armpits153 | 11 | |
| Nudity Erasure | I2P (dev) | Common Count406 | 10 | |
| Nudity Detection | I2P | Breast (F) Detections183 | 10 | |
| Explicit Content Unlearning | I2P v1.5 (test) | Armpits162 | 10 | |
| NSFW Concept Erasure | I2P 4,703 potentially unsafe prompts | Total Success Count605 | 10 | |
| Nudity Detection | I2P (test) | Common Detections Count406 | 10 | |
| Text-to-Image Generation | I2P | Harmful Rate0.123 | 9 | |
| Text-to-Image Safety | I2P | Harmful Rate10.2 | 9 | |
| Explicit Content Erasure | I2P benchmark | NN Score0 | 9 |
Showing 25 of 51 rows