Artifact Localization on RichHF (test)
12.6mIoUGPT-5
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GPT-5System Category=Proprietary VLM2026.02 | 12.6 | 14.6 | |
| Qwen2.5-VL-7B + ArtiAgentMode=Fine-tuned with ArtiAgent, Training Set Size=100K2026.02 | 11.9 | 19.8 | |
| InternVL3.5-8B + ArtiAgentMode=Fine-tuned with ArtiAgent, Training Set Size=100K2026.02 | 10 | 17 | |
| GPT-4oSystem Category=Proprietary VLM2026.02 | 8.6 | 4 | |
| PALMethod Type=Artifact Segmentation Algorithm2026.02 | 7.9 | 2.8 | |
| DiffDoctorMethod Type=Artifact Segmentation Algorithm2026.02 | 7.7 | 13.9 | |
| Qwen2.5-VL-7BMode=Vanilla2026.02 | 7.5 | 2.8 | |
| LEGIONMethod Type=Artifact Segmentation Algorithm2026.02 | 6.7 | 11.2 | |
| Gemini-2.5-ProSystem Category=Proprietary VLM2026.02 | 6.1 | 9.1 | |
| InternVL3.5-8BMode=Vanilla2026.02 | 1.3 | 2.2 |