Anomaly Type Classification on M3-AD Texture Scene
55.6Type ScoreGEMINI-2.5-FLASH-LITE
Evaluation results
| Method | Links | |
|---|---|---|
| GEMINI-2.5-FLASH-LITECategory=COMMERCIAL, Param=/2026.02 | 55.6 | |
| GPT-5.1-MINICategory=COMMERCIAL, Param=/2026.02 | 52.3 | |
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=4B2026.02 | 49.7 | |
| QWEN-3-VL-INSTRUCTCategory=RA-MONITOR, Param=8B2026.02 | 49 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Param=4B2026.02 | 46.4 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Param=4B2026.02 | 45.4 | |
| GPT-5.1-NANOCategory=COMMERCIAL, Param=/2026.02 | 42.5 | |
| QWEN-3-VL-THINKINGCategory=THINKING, Param=8B2026.02 | 41.5 | |
| INTERN-VL-3.5Category=OPEN-SOURCE, Param=8B2026.02 | 40.6 | |
| LLAVA-ONEVISION-SICategory=OPEN-SOURCE, Param=7B2026.02 | 38.7 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=8B2026.02 | 34.8 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.02 | 33.2 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=3B2026.02 | 32.7 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=32B2026.02 | 32.5 | |
| ANOMALY-R1Category=OPEN-SOURCE, Param=3B2026.02 | 32 | |
| QWEN-3-VL-INSTRUCTCategory=OPEN-SOURCE, Param=4B2026.02 | 31.2 | |
| QWEN-2.5-VL-INSTRUCTCategory=OPEN-SOURCE, Param=72B2026.02 | 29.2 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=7B2026.02 | 23.4 | |
| QWEN-2-VL-INSTRUCTCategory=OPEN-SOURCE, Param=2B2026.02 | 0.7 |