Subjectivity Analysis on MISID
94.85Subjectivity AccuracyQwen3.5-Plus
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen3.5-PlusInput Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 94.85 | |
| Qwen3.5-PlusInput Modality=Video + Text2026.04 | 94.37 | |
| GPT-5.1Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 94.29 | |
| Gemini-3-flashInput Modality=Video + Text2026.04 | 94.04 | |
| GLM-4.7Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 93.34 | |
| Qwen3.5-PlusInput Modality=Text-only2026.04 | 93.24 | |
| GPT-5.1Input Modality=Text-only2026.04 | 92.73 | |
| Grok-4-FastInput Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 92.56 | |
| GLM-4.7Input Modality=Text-only2026.04 | 92.07 | |
| Gemini-2.5-flashInput Modality=Video + Text2026.04 | 91.64 | |
| Qwen3-VL-MaxInput Modality=Video + Text2026.04 | 91.22 | |
| Grok-4-FastInput Modality=Video + Text2026.04 | 90.8 | |
| Qwen3-VL-PlusInput Modality=Video + Text2026.04 | 90.58 | |
| Grok-4-FastInput Modality=Text-only2026.04 | 90.24 | |
| Qwen3-VL-FlashInput Modality=Video + Text2026.04 | 87.91 | |
| Qwen3-MaxInput Modality=Text-only2026.04 | 87.58 | |
| Qwen3-MaxInput Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 87.4 | |
| Qwen3-VL-235B-A22BInput Modality=Video + Text2026.04 | 87.14 | |
| MiniMax-M2.1Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 86.1 | |
| MiniMax-M2.1Input Modality=Text-only2026.04 | 86.06 | |
| DeepSeek-R1Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 85.66 | |
| DeepSeek-R1Input Modality=Text-only2026.04 | 83.79 | |
| GPT-4oInput Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 83.11 | |
| Claude-Sonnet-4.5Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 82.88 | |
| Claude-Sonnet-4.5Input Modality=Text-only2026.04 | 82.42 | |
| DeepSeek-V3Input Modality=Text-only, Assistance Framework=FRACTAM2026.04 | 81.92 | |
| GPT-4oInput Modality=Text-only2026.04 | 81.34 | |
| DeepSeek-V3Input Modality=Text-only2026.04 | 80.94 | |
| GPT-4oInput Modality=Video + Text2026.04 | 77.14 |