Artifact Localization on LOKI (test)
0.175mIoUDiffDoctor
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiffDoctorMethod Type=Artifact Segmentation Algorithm2026.02 | 0.175 | 0.274 | |
| Qwen2.5-VL-7B + ArtiAgentMode=Fine-tuned with ArtiAgent, Training Set Size=100K2026.02 | 0.129 | 0.198 | |
| InternVL3.5-8B + ArtiAgentMode=Fine-tuned with ArtiAgent, Training Set Size=100K2026.02 | 0.126 | 0.196 | |
| Gemini-2.5-ProSystem Category=Proprietary VLM2026.02 | 0.109 | 0.169 | |
| LEGIONMethod Type=Artifact Segmentation Algorithm2026.02 | 0.1 | 0.158 | |
| GPT-5System Category=Proprietary VLM2026.02 | 0.089 | 0.141 | |
| Qwen2.5-VL-7BMode=Vanilla2026.02 | 0.052 | 0.068 | |
| GPT-4oSystem Category=Proprietary VLM2026.02 | 0.037 | 0.056 | |
| PALMethod Type=Artifact Segmentation Algorithm2026.02 | 0.021 | 0.037 | |
| InternVL3.5-8BMode=Vanilla2026.02 | 0.015 | 0.025 |