Anomaly Classification on AnomLLM (test)
65AccuracyANOMSEER-7B
Evaluation results
| Method | Links | |
|---|---|---|
| ANOMSEER-7BModality=Image+Text, Type=Training2026.02 | 65 | |
| ANOMSEER-3BModality=Image+Text, Type=Training2026.02 | 62.8 | |
| TimeMaster-3BModality=Image+Text, Type=Training2026.02 | 57.9 | |
| Qwen2.5-VL-3B-SFT32KModality=Image+Text, Type=Training2026.02 | 35.6 | |
| Qwen2.5-VL-3B-SFT3.2KModality=Image+Text, Type=Training2026.02 | 29.7 | |
| Qwen2.5-VL-7B-InstructModality=Image+Text, Type=Prompting2026.02 | 25.3 | |
| GPT-4o-miniModality=Image+Text, Type=Prompting2026.02 | 17.8 | |
| GPT-4oModality=Image+Text, Type=Prompting2026.02 | 17.2 | |
| Qwen2.5-VL-72B-InstructModality=Image+Text, Type=Prompting2026.02 | 14.6 | |
| Gemini-2.5-ProModality=Image+Text, Type=Prompting2026.02 | 12.6 | |
| Qwen2.5-VL-3B-InstructModality=Image+Text, Type=Prompting2026.02 | 11.4 | |
| Qwen2.5-VL-32B-InstructModality=Image+Text, Type=Prompting2026.02 | 10.2 | |
| Gemini-2.5-FlashModality=Image+Text, Type=Prompting2026.02 | 10 |