Harmful Element Detection on OurDataset 1.0
100Segment Success RateVision-Language Segmentation Fusion
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Vision-Language Segmentation FusionBackbone=Qwen2.5VL-7B, Category=Extremism2025.12 | 100 | 100 | 87.8 | |
| Vision-Language Segmentation FusionBackbone=Qwen2.5VL-7B, Category=Porn2025.12 | 96.1 | 90.67 | 87.1 | |
| Vision-Language Segmentation FusionBackbone=Qwen2.5VL-7B, Category=Overall2025.12 | 92.05 | 85.82 | 78.05 | |
| Vision-Language Segmentation FusionBackbone=Qwen2.5VL-7B, Category=Violence2025.12 | 91.36 | 81.82 | 73.12 | |
| Vision-Language Segmentation FusionBackbone=Qwen2.5VL-7B, Category=Illegal2025.12 | 86.72 | 80.28 | 70.37 |